{"id":"W1757907942","doi":"10.2139/ssrn.529144","title":"Econometric Methods in Staples","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Econometrics; Economics; Econometric model; Statistics; Mathematics","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":[0.003054095,0.0001183779,0.0003397314,0.00116343,0.0000887128,0.00006411234,0.0002559341,0.0000594218,0.0007546064],"category_scores_gemma":[0.0001033849,0.0001328629,0.0002079272,0.0009683185,0.0000216672,0.0002069787,0.00002366003,0.0008848222,0.0004394653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268331,"about_ca_system_score_gemma":0.0003363456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264131,"about_ca_topic_score_gemma":0.0006264408,"domain_scores_codex":[0.9977869,0.00003712475,0.0006421076,0.0002401878,0.00003181308,0.001261845],"domain_scores_gemma":[0.9994515,0.00002614494,0.0002539522,0.0001722205,0.00001907841,0.00007715634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005126244,0.00006311302,0.006121591,0.00000186694,0.0000767582,0.000001605595,0.0000710943,0.0006747317,0.000004882869,0.9883157,0.000005517475,0.004658034],"study_design_scores_gemma":[0.0007223101,0.00007115598,0.004066598,0.000004410613,0.00000577997,0.00004775526,0.0005474465,0.0001505106,0.00003055052,0.9869772,0.007208339,0.0001679559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2440608,0.0418752,0.614063,0.003139849,0.0007541638,0.000159621,0.00001555266,0.00004966784,0.09588224],"genre_scores_gemma":[0.9861146,0.009201489,0.003102255,0.0001756133,0.0001068601,0.000005904256,0.000003312106,0.00001737896,0.00127265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7420537,"threshold_uncertainty_score":0.8262411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352367478254985,"score_gpt":0.2742731403273658,"score_spread":0.2507494655448159,"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."}}