{"id":"W4413074877","doi":"10.2139/ssrn.5342180","title":"The Price of Pride: Corporate Responses to Politicized Social Issues","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Pride; Economics; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002769632,0.0001364911,0.0002231311,0.0009088235,0.001974826,0.00848467,0.0004519706,0.002919366,0.009925256],"category_scores_gemma":[0.02227178,0.0002153841,0.0001557259,0.001081378,0.004400186,0.002643344,0.002441166,0.002941453,0.0006708941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604821,"about_ca_system_score_gemma":0.0009285061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136466,"about_ca_topic_score_gemma":0.002850072,"domain_scores_codex":[0.9983241,0.0008250127,0.000035017,0.0001140712,0.0004054731,0.0002963937],"domain_scores_gemma":[0.9832867,0.01105558,0.002426248,0.0005074568,0.001305869,0.001418018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001509674,0.0007368759,0.1060583,0.0002297005,0.0001606561,0.001887066,0.09460353,0.002244252,0.004304126,0.6748832,0.03343076,0.07995175],"study_design_scores_gemma":[0.0002423415,0.0003295738,0.3490957,0.000195231,0.00009912525,0.0005117455,0.136732,0.0079328,0.002221156,0.4036061,0.09891081,0.0001235221],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.669235,0.0004824729,0.0007074919,0.01933163,0.0001699907,0.00002148707,0.00004486702,0.00001275884,0.3099941],"genre_scores_gemma":[0.9971932,0.00006332761,0.00003396644,0.0002797321,0.00005453219,0.000004974404,0.000005301628,0.000005589685,0.002359426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009925256,"threshold_uncertainty_score":0.03320324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0377120402684428,"score_gpt":0.3051629286495263,"score_spread":0.2674508883810834,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}