{"id":"W4404507779","doi":"10.1080/17441056.2024.2428029","title":"The value of screening tools in cartel cases","year":2024,"lang":"en","type":"article","venue":"European Competition Journal","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Cartel; Value (mathematics); Business; Industrial organization; Competition (biology); Collusion; Economics; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001441311,0.00007727021,0.0001662335,0.0002660491,0.000156921,0.0003118704,0.0001872496,0.00001290298,0.001040858],"category_scores_gemma":[0.0001083826,0.00006696093,0.0001709801,0.0003184013,0.00004504547,0.000187746,0.000031765,0.0002409687,0.0004109949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003003726,"about_ca_system_score_gemma":0.00001436401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001402039,"about_ca_topic_score_gemma":0.00000968941,"domain_scores_codex":[0.9988798,0.0001300221,0.000648958,0.0001408949,0.00005491594,0.0001453626],"domain_scores_gemma":[0.999477,0.0001379,0.0001564183,0.0001413114,0.00003122494,0.00005620024],"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":[0.00001093357,0.00003195062,0.004655236,0.00001819734,0.0000739571,0.0002509032,0.0003267694,0.0009864005,0.0000408565,0.9818391,0.001904761,0.0098609],"study_design_scores_gemma":[0.0005059541,0.000109299,0.06920926,0.000377645,0.00001935146,0.000573998,0.0006608515,0.011889,0.00006461946,0.01493535,0.9013588,0.0002958181],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2768024,0.02787741,0.1166903,0.005909831,0.003387423,0.0001743608,0.000166988,0.0001056085,0.5688856],"genre_scores_gemma":[0.9973938,0.0009525678,0.000323746,0.0001146835,0.0002567125,0.0000010119,0.000006357708,0.00001566347,0.0009354323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9669038,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05279421704131568,"score_gpt":0.2440167967753319,"score_spread":0.1912225797340162,"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."}}