{"id":"W4401177510","doi":"10.1257/pol.20220218","title":"Firm Donations and Political Rhetoric: Evidence from a National Ban","year":2024,"lang":"en","type":"article","venue":"American Economic Journal Economic Policy","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Campaign finance; Rhetoric; Politics; Political science; Political advertising; Business; Economics; Political economy; Advertising; Public economics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007306469,0.0001352942,0.0002493524,0.000243272,0.0003866545,0.0005680305,0.0001934424,0.00005978397,0.0005592729],"category_scores_gemma":[0.0003725024,0.0001391574,0.0001062871,0.00009862093,0.0005594526,0.0007865548,0.00003561236,0.0002321394,0.0007352239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00348561,"about_ca_system_score_gemma":0.00266727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.164314,"about_ca_topic_score_gemma":0.01088116,"domain_scores_codex":[0.9983464,0.0001972883,0.0004679614,0.0002784353,0.000117237,0.0005927018],"domain_scores_gemma":[0.9980899,0.001033254,0.0001372862,0.00009249208,0.00003580026,0.0006112671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006049393,0.000007710963,0.006535903,0.000003384681,0.00006407498,0.000002538783,0.001042291,0.00006057195,0.00002335544,0.9820275,0.004615211,0.005611364],"study_design_scores_gemma":[0.0003872468,0.000226802,0.05837318,0.0002195665,0.00008057663,0.0001127514,0.001759843,0.00971542,0.00004414717,0.4351944,0.4931003,0.0007857354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8727434,0.0006085489,0.0001383127,0.08278629,0.001134689,0.0001450482,0.0001623865,0.00008628623,0.04219499],"genre_scores_gemma":[0.9918947,0.0002552295,0.0001204668,0.0008007373,0.00622761,0.00001452672,0.000003854728,0.00001787785,0.0006649911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5468331,"threshold_uncertainty_score":0.9450061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05036816699721085,"score_gpt":0.3963607606552542,"score_spread":0.3459925936580434,"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."}}