{"id":"W2917393996","doi":"10.1093/jeea/jvac013","title":"Imperfect Competition in Firm-to-Firm Trade","year":2022,"lang":"en","type":"article","venue":"Journal of the European Economic Association","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Imperfect competition; Imperfect; Competition (biology); Markup language; Industrial organization; Welfare; Aggregate (composite); Price dispersion; Microeconomics; Economics; Business; Duopoly; Dispersion (optics); Cournot competition; Market economy","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":[0.003437917,0.0001100494,0.0003386658,0.0002183082,0.0001637812,0.00006489579,0.0005311489,0.00002987195,0.0003144397],"category_scores_gemma":[0.0001187699,0.0001210718,0.0002504312,0.0001371319,0.000008871632,0.0002436937,0.0001460208,0.0003766374,0.000422495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125934,"about_ca_system_score_gemma":0.00003379444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004694493,"about_ca_topic_score_gemma":0.00003473267,"domain_scores_codex":[0.998309,0.000209748,0.001023915,0.0001763923,0.00004390493,0.000237072],"domain_scores_gemma":[0.9981225,0.00006845998,0.0015502,0.0001861527,0.000007721391,0.0000649731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007793782,0.0002371238,0.8246663,0.00001065376,0.0001951609,0.00001431275,0.001914892,0.1038448,0.000101977,0.0255352,0.04219726,0.0012044],"study_design_scores_gemma":[0.001156741,0.000142526,0.7848235,0.0000114656,0.00001083778,0.00003347361,0.0002395297,0.000979853,0.00002095773,0.005545491,0.2068233,0.0002123067],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499387,0.0002187705,0.00003708088,0.006151239,0.002539396,0.0001438684,0.0001399462,0.000008599335,0.04082243],"genre_scores_gemma":[0.9980704,0.00005802424,0.00006299026,0.0008991988,0.0003658545,0.000002761134,0.000003934452,0.00002530101,0.0005115542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646261,"threshold_uncertainty_score":0.8174209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550948636039395,"score_gpt":0.194699751647078,"score_spread":0.1691902652866841,"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."}}