{"id":"W4375821621","doi":"10.32920/ryerson.14639334","title":"When an inefficient firm makes higher profit than its efficient rival","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cournot competition; Microeconomics; Subgame perfect equilibrium; Profit (economics); Duopoly; Revenue; Industrial organization; Economics; Nash equilibrium; Business; Competition (biology)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005330777,0.0003966466,0.0008795073,0.0004594487,0.0001223349,0.0004137669,0.0006094335,0.0003024937,0.03506117],"category_scores_gemma":[0.0000359612,0.0004295618,0.000530207,0.0002891771,0.00003885862,0.00007060204,0.0006084928,0.0004557224,0.00147237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486427,"about_ca_system_score_gemma":0.00006246141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004940545,"about_ca_topic_score_gemma":0.0001222893,"domain_scores_codex":[0.9971345,0.00005182109,0.001000316,0.001258375,0.0001360705,0.0004189186],"domain_scores_gemma":[0.9979934,0.00002219452,0.000447451,0.001171573,0.0001365678,0.0002288857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004972531,0.002025447,0.04577425,0.0006642834,0.001245768,0.0000761136,0.003603825,0.08220018,0.00006713184,0.8554431,0.007953392,0.0008967413],"study_design_scores_gemma":[0.002389355,0.0003120779,0.2316778,0.0004334675,0.0003525082,0.00001515321,0.001426217,0.5305226,0.001364359,0.01913995,0.2065485,0.005818062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7677599,0.004483802,0.01418478,0.002533614,0.003516566,0.0005605796,0.0003533173,0.0002535045,0.206354],"genre_scores_gemma":[0.9638335,0.0001447594,0.001264894,0.0005245862,0.0002428632,0.000100931,0.0004521878,0.00004820531,0.03338815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8363032,"threshold_uncertainty_score":0.9998156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05168450674955075,"score_gpt":0.2433298080054019,"score_spread":0.1916453012558512,"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."}}