{"id":"W2610621190","doi":"10.25070/rea.v2i2.35","title":"EFICIÊNCIA TÉCNICA NA PRODUÇÃO DE LEITE EM PEQUENAS PROPRIEDADES DA MICRORREGIÃO DE VIÇOSA.","year":2015,"lang":"pt","type":"article","venue":"Revista de Economia e Agronegócio","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nutrasource","funders":"","keywords":"Physics; Mathematics; Humanities; Materials science; Art","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":[0.001705791,0.0008150938,0.0008407917,0.00009014884,0.0004052055,0.001018437,0.001236859,0.0005702229,0.001144319],"category_scores_gemma":[0.0002006807,0.0006977615,0.0003063996,0.0004081522,0.0002827335,0.0007817659,0.0005924617,0.0008077692,0.00483979],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577051,"about_ca_system_score_gemma":0.0008624052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004458937,"about_ca_topic_score_gemma":0.000305879,"domain_scores_codex":[0.9952651,0.0003515476,0.0009744332,0.001260057,0.0003687605,0.001780088],"domain_scores_gemma":[0.9973357,0.00008382802,0.0005627833,0.0008170044,0.00005239748,0.00114826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004151455,0.0008247452,0.3642016,0.0007980472,0.0004646078,0.0004084594,0.02222562,0.002684097,0.07965135,0.002873205,0.4953458,0.03010737],"study_design_scores_gemma":[0.00236667,0.0004367596,0.4039717,0.0007902042,0.0003426294,0.0006271852,0.004429993,0.002178858,0.01426135,0.0005115054,0.5670478,0.003035361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868347,0.00341923,0.0002147236,0.003213624,0.0003102157,0.001203637,0.00005729362,0.0001515944,0.004594989],"genre_scores_gemma":[0.9669332,0.0005947794,0.002630786,0.000978649,0.0005900581,0.0001110087,0.0001040374,0.00009103402,0.02796646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.071702,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174533627884111,"score_gpt":0.2303673996621432,"score_spread":0.2086220633833021,"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."}}