# Blip stream — short 1-3 word filler tokens drawn at 250-500ms cadence.
# The "correlating -> causating" combo telegraphs the joke without naming it.

- id: blip_correlating
  text: "correlating..."
  tags: [p_hacking]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]
  combo_chain:
    start: corr_caus
    next: ~

- id: blip_causating
  text: "causating..."
  tags: [causal_overreach]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: corr_caus

- id: blip_regressing
  text: "regressing..."
  tags: [p_hacking]
  rarity: common
  trigger_phase: blip

- id: blip_adjusting
  text: "adjusting..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_reframing
  text: "reframing..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_interpreting
  text: "interpreting..."
  tags: [post_hoc]
  rarity: common
  trigger_phase: blip

- id: blip_exploring
  text: "exploring..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip
  combo_chain:
    start: explore_discover_interpret
    next: ~

- id: blip_discovering
  text: "discovering..."
  tags: [cherry_picking]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: explore_discover_interpret

- id: blip_finalizing
  text: "finalizing..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_normalizing
  text: "normalizing..."
  tags: [target_leakage]
  rarity: common
  trigger_phase: blip

- id: blip_smoothing
  text: "smoothing..."
  tags: [overfitting]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_pruning
  text: "pruning..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_subsampling
  text: "subsampling..."
  tags: [subgroup_fishing]
  rarity: common
  trigger_phase: blip

- id: blip_validating
  text: "validating..."
  tags: [validation_leakage]
  rarity: uncommon
  trigger_phase: blip

- id: blip_recasting
  text: "recasting..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_pvalue_058
  text: "p = 0.058"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_051
  text: "p = 0.051"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_049
  text: "p = 0.049"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_dropping
  text: "p ↓"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip

# --- Statistical action verbs ---------------------------------------------

- id: blip_transforming
  text: "transforming..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_centering
  text: "centering..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_scaling
  text: "scaling..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_residualizing
  text: "residualizing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_weighting
  text: "weighting..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_predicting
  text: "predicting..."
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_averaging
  text: "averaging..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip

- id: blip_ranking
  text: "ranking..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_binning
  text: "binning..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_recoding
  text: "recoding..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_standardizing
  text: "standardizing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_parameterizing
  text: "parameterizing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_anchoring
  text: "anchoring..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_bootstrapping
  text: "bootstrapping..."
  tags: [validation_leakage]
  rarity: common
  trigger_phase: blip

- id: blip_resampling
  text: "resampling..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_permuting
  text: "permuting..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_simulating
  text: "simulating..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_projecting
  text: "projecting..."
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_decomposing
  text: "decomposing..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_ordinating
  text: "ordinating..."
  tags: [data_dredging, ecology]
  rarity: common
  trigger_phase: blip

- id: blip_clustering
  text: "clustering..."
  tags: [subgroup_fishing]
  rarity: common
  trigger_phase: blip

- id: blip_partitioning
  text: "partitioning..."
  tags: [subgroup_fishing]
  rarity: common
  trigger_phase: blip

- id: blip_stratifying
  text: "stratifying..."
  tags: [subgroup_fishing]
  rarity: common
  trigger_phase: blip

- id: blip_factoring
  text: "factoring..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_filtering
  text: "filtering..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_gating
  text: "gating..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_censoring
  text: "censoring..."
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_imputing
  text: "imputing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_denoising
  text: "denoising..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_detrending
  text: "detrending..."
  tags: [researcher_dof, temporal]
  rarity: common
  trigger_phase: blip

- id: blip_lagging
  text: "lagging..."
  tags: [researcher_dof, temporal]
  rarity: common
  trigger_phase: blip

- id: blip_differencing
  text: "differencing..."
  tags: [researcher_dof, temporal]
  rarity: common
  trigger_phase: blip

- id: blip_integrating
  text: "integrating..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_embedding
  text: "embedding..."
  tags: [overfitting, ml]
  rarity: common
  trigger_phase: blip

- id: blip_rotating
  text: "rotating..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_jittering
  text: "jittering..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_perturbing
  text: "perturbing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_refitting
  text: "refitting..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_rebinning
  text: "rebinning..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_rebasing
  text: "rebasing..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_retransforming
  text: "retransforming..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_rebalancing
  text: "rebalancing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_retraining
  text: "retraining..."
  tags: [validation_leakage, ml]
  rarity: uncommon
  trigger_phase: blip

- id: blip_reannotating
  text: "reannotating..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_retagging
  text: "retagging..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_reweighting
  text: "reweighting..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_recurving
  text: "recurving..."
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip

- id: blip_redating
  text: "redating..."
  tags: [researcher_dof, temporal]
  rarity: uncommon
  trigger_phase: blip

- id: blip_reslicing
  text: "reslicing..."
  tags: [subgroup_fishing]
  rarity: common
  trigger_phase: blip

- id: blip_redrafting
  text: "redrafting..."
  tags: [story_first, narrative]
  rarity: common
  trigger_phase: blip

- id: blip_retesting
  text: "retesting..."
  tags: [multiple_comparisons]
  rarity: common
  trigger_phase: blip

- id: blip_reanchoring
  text: "reanchoring..."
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip

- id: blip_replicating
  text: "replicating..."
  tags: [survivorship]
  rarity: uncommon
  trigger_phase: blip

- id: blip_reproducing
  text: "reproducing..."
  tags: [survivorship]
  rarity: uncommon
  trigger_phase: blip

- id: blip_rethinking
  text: "rethinking..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_redefining
  text: "redefining..."
  tags: [harking]
  rarity: uncommon
  trigger_phase: blip

- id: blip_recompiling
  text: "recompiling..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_pivoting
  text: "pivoting..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_pruning_extra
  text: "pruning further..."
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_relinking
  text: "relinking..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_recasting2
  text: "recasting hypothesis..."
  tags: [harking]
  rarity: uncommon
  trigger_phase: blip

- id: blip_remodelling
  text: "remodelling..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip

- id: blip_reweighing
  text: "reweighing evidence..."
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_redirecting
  text: "redirecting..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_recentering
  text: "recentering..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_reframing2
  text: "reframing scope..."
  tags: [harking, narrative]
  rarity: uncommon
  trigger_phase: blip

- id: blip_reordering
  text: "reordering..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_repolishing
  text: "polishing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_finalizing2
  text: "finalizing again..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_compressing
  text: "compressing..."
  tags: [salami_slicing]
  rarity: common
  trigger_phase: blip

- id: blip_expanding
  text: "expanding..."
  tags: [salami_slicing]
  rarity: common
  trigger_phase: blip

- id: blip_truncating
  text: "truncating..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_winsorizing
  text: "winsorizing..."
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_logging
  text: "log-transforming..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_squaring
  text: "squaring..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_inverting
  text: "inverting..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_boxcox
  text: "Box-Cox..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_yeo
  text: "Yeo-Johnson..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip

- id: blip_arcsin
  text: "arcsin..."
  tags: [researcher_dof, ecology]
  rarity: rare
  trigger_phase: blip

- id: blip_logit
  text: "logit..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_probit
  text: "probit..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_decentering
  text: "decentering..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_orthogonalizing
  text: "orthogonalizing..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip

- id: blip_whitening
  text: "whitening..."
  tags: [researcher_dof, ml]
  rarity: uncommon
  trigger_phase: blip

- id: blip_dropping
  text: "dropping..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_excluding
  text: "excluding..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_including
  text: "including..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_replacing
  text: "replacing..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_imputing_again
  text: "imputing again..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_smoothing_again
  text: "smoothing further..."
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_searching
  text: "searching..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_hunting
  text: "hunting..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip

- id: blip_scoring
  text: "scoring..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip

- id: blip_re_scoring
  text: "re-scoring..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip

- id: blip_screening
  text: "screening..."
  tags: [multiple_comparisons]
  rarity: common
  trigger_phase: blip

- id: blip_filtering_again
  text: "filtering further..."
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_filtering_more
  text: "filtering aggressively..."
  tags: [outlier_exclusion]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_compiling
  text: "compiling..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_collating
  text: "collating..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_curating
  text: "curating..."
  tags: [cherry_picking]
  rarity: common
  trigger_phase: blip

- id: blip_recurating
  text: "recurating..."
  tags: [cherry_picking]
  rarity: uncommon
  trigger_phase: blip

# --- p-values ----------------------------------------------------------------

- id: blip_pvalue_046
  text: "p = 0.046"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_047
  text: "p = 0.047"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_048
  text: "p = 0.048"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_044
  text: "p = 0.044"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_042
  text: "p = 0.042"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_038
  text: "p = 0.038"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_043
  text: "p = 0.043"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_052
  text: "p = 0.052"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_053
  text: "p = 0.053"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_054
  text: "p = 0.054"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_055
  text: "p = 0.055"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_056
  text: "p = 0.056"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_057
  text: "p = 0.057"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_059
  text: "p = 0.059"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_pvalue_060
  text: "p = 0.060"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_pvalue_063
  text: "p = 0.063"
  tags: [p_hacking, optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_pvalue_almost
  text: "p ≈ 0.05"
  tags: [p_hacking, optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_pvalue_under
  text: "p < 0.05"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_well_under
  text: "p ≪ 0.05"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_pvalue_over
  text: "p > 0.05"
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_pvalue_climbing
  text: "p ↑"
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_pvalue_recovering
  text: "p recovering..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_pvalue_settling
  text: "p settling..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_pvalue_holding
  text: "p holding..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_pvalue_drifting
  text: "p drifting..."
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip

# --- Numerical / symbolic --------------------------------------------------

- id: blip_n_47
  text: "n = 47"
  tags: [data_dredging]
  rarity: uncommon
  trigger_phase: blip

- id: blip_n_28
  text: "n = 28"
  tags: [data_dredging]
  rarity: uncommon
  trigger_phase: blip

- id: blip_n_17
  text: "n = 17"
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_n_dropping
  text: "n ↓"
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip

- id: blip_n_climbing
  text: "n ↑"
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_n_holding
  text: "n stable"
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_aic_drop
  text: "ΔAIC = -2.1"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_aic_climb
  text: "ΔAIC = +0.8"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_aic_neg_4
  text: "ΔAIC = -4.4"
  tags: [model_shopping]
  rarity: rare
  trigger_phase: blip

- id: blip_bic_close
  text: "ΔBIC = +0.04"
  tags: [model_shopping]
  rarity: rare
  trigger_phase: blip

- id: blip_bic_drop
  text: "ΔBIC = -3.2"
  tags: [model_shopping]
  rarity: rare
  trigger_phase: blip

- id: blip_r2_004
  text: "R² = 0.04"
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_r2_062
  text: "R² = 0.62"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip

- id: blip_r2_098
  text: "R² = 0.98"
  tags: [overfitting]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_r2_climbing
  text: "R² ↑"
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_df_4
  text: "df = 4"
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_df_17
  text: "df = 17"
  tags: [overfitting]
  rarity: common
  trigger_phase: blip

- id: blip_df_dropping
  text: "df ↓"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip

- id: blip_vif_high
  text: "VIF = 12.3"
  tags: [collider_bias, omitted_variable]
  rarity: rare
  trigger_phase: blip

- id: blip_vif_ok
  text: "VIF = 3.1"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_loglik_climb
  text: "logLik climbing"
  tags: [overfitting]
  rarity: rare
  trigger_phase: blip

- id: blip_converged
  text: "[converged]"
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_failed
  text: "[failed]"
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_singular
  text: "[singular]"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip

- id: blip_done
  text: "[done]"
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_ok
  text: "[ok]"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_warning
  text: "[warning]"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_err
  text: "[err]"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_retry
  text: "[retry]"
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_skip
  text: "[skip]"
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_pass
  text: "[pass]"
  tags: [survivorship]
  rarity: uncommon
  trigger_phase: blip

- id: blip_drop
  text: "[drop]"
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip

- id: blip_keep
  text: "[keep]"
  tags: [cherry_picking]
  rarity: common
  trigger_phase: blip

- id: blip_held_out
  text: "[held out]"
  tags: [validation_leakage]
  rarity: rare
  trigger_phase: blip

- id: blip_leaked
  text: "[leaked]"
  tags: [validation_leakage]
  rarity: rare
  trigger_phase: blip

# --- Status / pacing -----------------------------------------------------

- id: blip_almost
  text: "almost..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_nearly
  text: "nearly..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_close
  text: "close..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_again
  text: "again..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_once_more
  text: "once more..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_one_more
  text: "one more..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_warming_up
  text: "warming up..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_ready
  text: "ready..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_trying
  text: "trying..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_trying_again
  text: "trying again..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_checking
  text: "checking..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_double_checking
  text: "double-checking..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_re_running
  text: "re-running..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_re_running_clean
  text: "re-running clean..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_just_one_more
  text: "just one more..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_last_one
  text: "last one..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_definitely_last
  text: "definitely the last..."
  tags: [optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_promise
  text: "promise..."
  tags: [optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_actually_done
  text: "actually done..."
  tags: [optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

# --- Phrasal stubs ------------------------------------------------------

- id: blip_robust_enough
  text: "robust enough"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_close_enough
  text: "close enough"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_good_enough
  text: "good enough"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_clean_enough
  text: "clean enough"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_publishable_enough
  text: "publishable enough"
  tags: [publication_bias]
  rarity: uncommon
  trigger_phase: blip

- id: blip_as_expected
  text: "as expected"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_as_suspected
  text: "as suspected"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip

- id: blip_as_theorized
  text: "as theorized"
  tags: [harking]
  rarity: uncommon
  trigger_phase: blip

- id: blip_as_predicted
  text: "as predicted"
  tags: [harking]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_looks_fine
  text: "looks fine"
  tags: [survivorship]
  rarity: uncommon
  trigger_phase: blip

- id: blip_looks_better
  text: "looks better"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_looks_defensible
  text: "looks defensible"
  tags: [story_first]
  rarity: rare
  trigger_phase: blip

- id: blip_looks_clean
  text: "looks clean"
  tags: [survivorship]
  rarity: uncommon
  trigger_phase: blip

- id: blip_marginal
  text: "marginally significant"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip

- id: blip_marginal_other_way
  text: "marginally non-significant"
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_approaching
  text: "approaching significance"
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_publishable
  text: "publishable."
  tags: [publication_bias]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_defensible
  text: "defensible."
  tags: [story_first]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_acceptable
  text: "acceptable."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

# --- Combo chains ---------------------------------------------------------

- id: blip_observing
  text: "observing..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip
  combo_chain:
    start: observe_infer
    next: ~

- id: blip_inferring
  text: "inferring..."
  tags: [post_hoc]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: observe_infer

- id: blip_looking
  text: "looking..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip
  combo_chain:
    start: look_find
    next: ~

- id: blip_finding
  text: "finding..."
  tags: [cherry_picking]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: look_find

- id: blip_testing
  text: "testing..."
  tags: [multiple_comparisons]
  rarity: common
  trigger_phase: blip
  combo_chain:
    start: test_retest
    next: ~

- id: blip_retesting_chain
  text: "retesting..."
  tags: [multiple_comparisons]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: test_retest

- id: blip_drafting
  text: "drafting..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip
  combo_chain:
    start: draft_revise
    next: ~

- id: blip_revising
  text: "revising..."
  tags: [harking]
  rarity: uncommon
  trigger_phase: blip
  combo_chain:
    start: ~
    next: draft_revise

# --- Reviewer / promotion-flavored blips ---------------------------------

- id: blip_anticipating_reviewer
  text: "anticipating reviewer..."
  tags: [reviewer, story_first]
  rarity: uncommon
  trigger_phase: blip

- id: blip_softening
  text: "softening claim..."
  tags: [post_hoc, reviewer]
  rarity: uncommon
  trigger_phase: blip

- id: blip_hardening
  text: "hardening claim..."
  tags: [causal_overreach]
  rarity: uncommon
  trigger_phase: blip

- id: blip_hedging
  text: "hedging..."
  tags: [post_hoc]
  rarity: common
  trigger_phase: blip

- id: blip_qualifying
  text: "qualifying..."
  tags: [post_hoc]
  rarity: common
  trigger_phase: blip

- id: blip_caveat
  text: "adding caveat..."
  tags: [post_hoc]
  rarity: common
  trigger_phase: blip

- id: blip_un_caveat
  text: "removing caveat..."
  tags: [causal_overreach]
  rarity: rare
  trigger_phase: blip

- id: blip_promo_safe
  text: "promotion-safe."
  tags: [career, researcher_dof]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [resolved]

# --- Coffee / lab realia ------------------------------------------------

- id: blip_coffee
  text: "coffee..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_more_coffee
  text: "more coffee..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious, desperate]

- id: blip_third_coffee
  text: "third coffee..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_3am
  text: "3:14 a.m."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [desperate]

- id: blip_unsaved
  text: "unsaved buffer."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_typo
  text: "typo in caption."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_legend_off
  text: "legend off-axis."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

# --- Methodological flair ------------------------------------------------

- id: blip_re_estimating
  text: "re-estimating..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_recomputing
  text: "recomputing..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_resimulating
  text: "resimulating..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_revalidating
  text: "revalidating..."
  tags: [validation_leakage]
  rarity: uncommon
  trigger_phase: blip

- id: blip_reranking
  text: "reranking..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip

- id: blip_resolving
  text: "resolving..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip

- id: blip_reconciling
  text: "reconciling..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_aligning
  text: "aligning..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_realigning
  text: "realigning..."
  tags: [harking]
  rarity: common
  trigger_phase: blip

- id: blip_unifying
  text: "unifying..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_streamlining
  text: "streamlining..."
  tags: [salami_slicing]
  rarity: common
  trigger_phase: blip

- id: blip_consolidating
  text: "consolidating..."
  tags: [story_first]
  rarity: common
  trigger_phase: blip

- id: blip_finalizing_draft
  text: "finalizing draft..."
  tags: [optional_stopping]
  rarity: common
  trigger_phase: blip

- id: blip_locking
  text: "locking..."
  tags: [post_hoc]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [resolved]

- id: blip_committing
  text: "committing..."
  tags: [post_hoc]
  rarity: uncommon
  trigger_phase: blip

- id: blip_freezing
  text: "freezing seed..."
  tags: [post_hoc]
  rarity: uncommon
  trigger_phase: blip

# --- Oblique / atmospheric ----------------------------------------------

- id: blip_silence
  text: "..."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip

- id: blip_silence_long
  text: "......"
  tags: [optional_stopping]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [anxious]

- id: blip_huh
  text: "huh."
  tags: [data_dredging]
  rarity: rare
  trigger_phase: blip

- id: blip_oh
  text: "oh."
  tags: [data_dredging]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [uncertain]

- id: blip_well
  text: "well..."
  tags: [post_hoc]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [uncertain]

- id: blip_interesting
  text: "interesting."
  tags: [post_hoc]
  rarity: rare
  trigger_phase: blip

- id: blip_unexpected
  text: "unexpected."
  tags: [harking]
  rarity: rare
  trigger_phase: blip
  mascot_state_affinity: [uncertain]

- id: blip_acceptable_again
  text: "acceptable again."
  tags: [optional_stopping]
  rarity: rare
  trigger_phase: blip

- id: blip_within_tolerance
  text: "within tolerance."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_within_bounds
  text: "within bounds."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip

- id: blip_outside_bounds
  text: "outside bounds."
  tags: [optional_stopping]
  rarity: uncommon
  trigger_phase: blip
  mascot_state_affinity: [anxious]

# --- gam-flavored blips --------------------------------------------------

- id: blip_gam_basis
  text: "s(x) basis..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_edf_47
  text: "edf = 4.7"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_edf_82
  text: "edf = 8.2"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_knots
  text: "knot at q₃..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_wiggling
  text: "wiggling..."
  tags: [overfitting]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_lambda
  text: "λ chosen by GCV"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

# --- glmm-flavored blips -------------------------------------------------

- id: blip_glmm_random_intercept
  text: "(1 | group)"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_sigma_b
  text: "σ_b² = 0.31"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_pooling
  text: "partial pooling..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_shrinking
  text: "shrinking..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_varying
  text: "varying intercepts..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_icc
  text: "ICC = 0.18"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]

# --- sem-flavored blips --------------------------------------------------

- id: blip_sem_indirect
  text: "indirect path..."
  tags: [causal_overreach]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_via
  text: "via mediator..."
  tags: [causal_overreach]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_sobel
  text: "Sobel z = 2.18"
  tags: [p_hacking, causal_overreach]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]
  mascot_state_affinity: [resolved]

- id: blip_sem_ab
  text: "a × b ≠ 0"
  tags: [causal_overreach]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_tracing
  text: "tracing path..."
  tags: [causal_overreach]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_full_mediation
  text: "full mediation."
  tags: [causal_overreach, story_first]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]
  mascot_state_affinity: [resolved]

# --- wls-flavored blips --------------------------------------------------

- id: blip_wls_sigma_trend
  text: "σ trend..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_inv_var
  text: "1/σ² weights..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_hetero
  text: "heteroscedastic..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_downweight
  text: "down-weighting fat tails..."
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_residual_fan
  text: "residual fan-out..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_robust_se
  text: "robust SEs."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]
  mascot_state_affinity: [resolved]

# --- cor-flavored blips --------------------------------------------------

- id: blip_cor_pearson
  text: "Pearson r..."
  tags: [p_hacking]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_spearman
  text: "Spearman ρ..."
  tags: [p_hacking]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_kendall
  text: "Kendall τ..."
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_rank
  text: "rank-correlating..."
  tags: [p_hacking]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_r_value
  text: "r = 0.31"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_taub
  text: "τ-b adjustment..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [cor]

# --- lm-flavored blips ---------------------------------------------------

- id: blip_lm_ols
  text: "OLS..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_lmfit
  text: ".lm.fit()"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_qr
  text: "QR step..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_residuals
  text: "residuals..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_r2_22
  text: "R² = 0.22"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_r2_31
  text: "R² = 0.31"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]
  mascot_state_affinity: [resolved]

- id: blip_lm_f_318
  text: "F = 3.18"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_f_447
  text: "F = 4.47"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]
  mascot_state_affinity: [resolved]

- id: blip_lm_t_207
  text: "t = 2.07"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_intercept
  text: "intercept..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_anova
  text: "ANOVA III"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_qq
  text: "QQ..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_leverage
  text: "leverage..."
  tags: [outlier_exclusion]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_cooks
  text: "Cook's D"
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_dropterm
  text: "dropterm()"
  tags: [stepwise_abuse]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_addterm
  text: "addterm()"
  tags: [stepwise_abuse]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_se_drop
  text: "SE shrinking..."
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [lm]

- id: blip_lm_centered
  text: "centered"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [lm]

# --- glm-flavored blips --------------------------------------------------

- id: blip_glm_logit
  text: "logit"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_probit
  text: "probit?"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_or_18
  text: "OR = 1.8"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]
  mascot_state_affinity: [resolved]

- id: blip_glm_log_link
  text: "log link"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_dichotomize
  text: "dichotomizing..."
  tags: [researcher_dof, p_hacking]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glm]
  mascot_state_affinity: [desperate]

- id: blip_glm_round_clip
  text: "round-clipping..."
  tags: [researcher_dof, p_hacking]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glm]
  mascot_state_affinity: [desperate]

- id: blip_glm_pseudo_r2
  text: "pseudo-R² = 0.18"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_deviance
  text: "deviance..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_lrt
  text: "LRT..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_dispersion
  text: "φ = 1.4"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_overdispersed
  text: "over-dispersed..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]
  mascot_state_affinity: [anxious]

- id: blip_glm_negbin
  text: "neg-bin..."
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_offset
  text: "+ offset()"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_gamma_inv
  text: "Γ inverse"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_aic_swap
  text: "ΔAIC = 1.2"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

- id: blip_glm_separation
  text: "separation..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glm]
  mascot_state_affinity: [anxious]

- id: blip_glm_link_swap
  text: "link swap..."
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glm]

# --- cor-flavored blips (extra) -----------------------------------------

- id: blip_cor_pair_only
  text: "x ~ y only"
  tags: [cherry_picking]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_partial
  text: "partial r"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_one_sided
  text: "one-sided p"
  tags: [p_hacking, harking]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_bootstrap
  text: "boot CI"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_log_log
  text: "log-log..."
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_matrix_scan
  text: "scanning matrix..."
  tags: [data_dredging]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_again
  text: "rho again..."
  tags: [model_shopping]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_just_r
  text: "just r"
  tags: [story_first]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [cor]
  mascot_state_affinity: [desperate]

- id: blip_cor_42
  text: "r = 0.42"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]
  mascot_state_affinity: [resolved]

- id: blip_cor_058
  text: "r = 0.58"
  tags: [p_hacking]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [cor]
  mascot_state_affinity: [resolved]

- id: blip_cor_subset_r
  text: "subset r..."
  tags: [subgroup_fishing]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [cor]

- id: blip_cor_no_regression
  text: "no regression"
  tags: [story_first]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [cor]
  mascot_state_affinity: [desperate]

# --- wls-flavored blips (extra) -----------------------------------------

- id: blip_wls_two_stage
  text: "stage 2..."
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_var_func
  text: "Var(σ²|x)"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_floor
  text: "weight floor"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_iterated
  text: "iterating w..."
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_white
  text: "White SE"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_huber
  text: "Huber w"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_bp_marginal
  text: "BP marginal"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_funnel
  text: "funnel tight"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_winsor
  text: "winsor first"
  tags: [outlier_exclusion]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_ci_narrow
  text: "CI narrowed"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]
  mascot_state_affinity: [resolved]

- id: blip_wls_resid_flat
  text: "resid flat"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

- id: blip_wls_kept_outlier
  text: "kept outlier"
  tags: [outlier_exclusion]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [wls]

# --- gam-flavored blips (extra) -----------------------------------------

- id: blip_gam_te_xy
  text: "te(x, y)"
  tags: [overfitting]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_thin_plate
  text: "thin-plate"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_k_12
  text: "k = 12"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_reml
  text: "REML pick"
  tags: [model_shopping]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_check_warn
  text: "check() warned"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [gam]
  mascot_state_affinity: [anxious]

- id: blip_gam_concurv
  text: "concurvity!"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_partial_eff
  text: "partial effect"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_p_smooth
  text: "p_smooth = 0.04"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]
  mascot_state_affinity: [resolved]

- id: blip_gam_edf_11
  text: "edf = 1.1"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

- id: blip_gam_lambda_low
  text: "λ → 0"
  tags: [overfitting]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [gam]

# --- glmm-flavored blips (extra) ----------------------------------------

- id: blip_glmm_one_year
  text: "(1 | year)"
  tags: [researcher_dof]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_random_slope
  text: "(x | site)"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_singular
  text: "singular fit"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glmm]
  mascot_state_affinity: [desperate]

- id: blip_glmm_blup
  text: "BLUPs..."
  tags: [data_dredging]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_sat
  text: "Satterthwaite"
  tags: [model_shopping]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_kr
  text: "Kenward-Roger"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_nested
  text: "site/region"
  tags: [researcher_dof]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_three_groups
  text: "G = 3"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glmm]

- id: blip_glmm_icc_42
  text: "ICC = 0.42"
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [glmm]
  mascot_state_affinity: [resolved]

- id: blip_glmm_lrt_boundary
  text: "boundary χ²"
  tags: [researcher_dof]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [glmm]

# --- sem-flavored blips (extra) -----------------------------------------

- id: blip_sem_a_path
  text: "a-path 0.41"
  tags: [causal_overreach]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_b_path
  text: "b-path 0.27"
  tags: [causal_overreach]
  rarity: common
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_c_prime
  text: "c' shrank"
  tags: [causal_overreach, story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_full_med
  text: "fully mediated"
  tags: [causal_overreach, story_first]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]
  mascot_state_affinity: [resolved]

- id: blip_sem_partial_med
  text: "partial mediation"
  tags: [causal_overreach, story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_boot
  text: "boot CI clear"
  tags: [p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_swap_mediator
  text: "swap mediator..."
  tags: [model_shopping]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]
  mascot_state_affinity: [desperate]

- id: blip_sem_baron_kenny
  text: "Baron & Kenny"
  tags: [causal_overreach, narrative]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_serial_chain
  text: "X → M1 → M2 → Y"
  tags: [causal_overreach]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_arrows
  text: "arrows pointing..."
  tags: [story_first]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_supp_diagram
  text: "supp diagram"
  tags: [story_first, narrative]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_unmeasured
  text: "unmeasured U"
  tags: [omitted_variable]
  rarity: rare
  trigger_phase: blip
  model_family_affinity: [sem]

- id: blip_sem_indirect_strong
  text: "ab > 0.10"
  tags: [causal_overreach, p_hacking]
  rarity: uncommon
  trigger_phase: blip
  model_family_affinity: [sem]
  mascot_state_affinity: [resolved]
