{"id":"W2203787219","doi":"","title":"Technical efficiency of brazilian exporters of animal protein","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inefficiency; Production (economics); Quarter (Canadian coin); Oligopoly; Frontier; Economics; Agricultural economics; Business; Agricultural science; Cournot competition; Microeconomics; Geography; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01779655,0.0001769206,0.0005282572,0.0006394729,0.0001546289,0.000041902,0.001308387,0.0001175221,0.0001525022],"category_scores_gemma":[0.002273165,0.0001267682,0.0004026598,0.001755588,0.0003465306,0.0004534453,0.0001111706,0.001143018,0.00004798907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003088354,"about_ca_system_score_gemma":0.001515366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002608223,"about_ca_topic_score_gemma":0.00006432488,"domain_scores_codex":[0.9936398,0.0003200088,0.001450258,0.0002914908,0.002144138,0.002154269],"domain_scores_gemma":[0.9974352,0.0002893944,0.001120455,0.0005707736,0.0004204246,0.000163789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003823467,0.001740946,0.04892362,0.00001413172,0.0001487834,0.0000045715,0.000957004,0.0001712037,0.6936803,0.1956116,0.0003110491,0.05805439],"study_design_scores_gemma":[0.004812938,0.01257253,0.08468411,0.0004173443,0.0007221055,0.003444525,0.02334663,0.004875881,0.2703928,0.5870345,0.005250074,0.002446479],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9530504,0.001743784,0.04284617,0.0003486099,0.000109726,0.000145789,0.000002080958,0.00001665547,0.001736838],"genre_scores_gemma":[0.9986669,0.00004365881,0.0007590317,0.00001834298,0.000111828,0.000002435655,4.172871e-7,0.00001424979,0.000383144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4232875,"threshold_uncertainty_score":0.6167963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950818298783756,"score_gpt":0.3422100266123398,"score_spread":0.3127018436245023,"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."}}