{"id":"W4391326293","doi":"10.2139/ssrn.3504906","title":"Mandatory disclosure of conflicts of interest: Good news or bad news?","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Business; News media; Internet privacy; Advertising; Law and economics; Political science; Computer science; Economics","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":[0.0008521228,0.0001198363,0.0002607234,0.0001023443,0.0001628493,0.00005366654,0.0003102053,0.00007631458,0.000174195],"category_scores_gemma":[0.00004415573,0.00009508635,0.0001535279,0.0001645929,0.0002892459,0.0002687535,0.00007046149,0.0006817471,0.00001914736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007492581,"about_ca_system_score_gemma":0.001815943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002060891,"about_ca_topic_score_gemma":0.05820957,"domain_scores_codex":[0.9982491,0.00009649208,0.0003919877,0.0001617347,0.0001629359,0.0009377555],"domain_scores_gemma":[0.9995286,0.00006578397,0.000169474,0.0001074441,0.00004849211,0.00008018437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001089881,0.0001278258,0.01691738,0.0000282683,0.0003315545,0.00001092553,0.01346054,0.000001665786,0.003997635,0.9452538,0.0005889889,0.01917237],"study_design_scores_gemma":[0.00288153,0.004289979,0.002717256,0.000927906,0.0005289709,0.0002586399,0.4024917,0.00002784542,0.01862022,0.3853719,0.1805941,0.001289907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737411,0.01234803,0.00008892509,0.00139719,0.000616612,0.0001575474,0.00001368554,0.00002887957,0.01160808],"genre_scores_gemma":[0.9861298,0.009200891,0.00004105411,0.00002915058,0.000216699,0.00000398612,0.000001127653,0.00001644921,0.004360902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5598819,"threshold_uncertainty_score":0.9589757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04946949116405053,"score_gpt":0.3497928193775497,"score_spread":0.3003233282134992,"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."}}