{"id":"W2266013468","doi":"","title":"Every detail counts : production","year":2015,"lang":"en","type":"article","venue":"˜The œdairy mail/˜The œDairy mail","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Milk production; Production (economics); Cow milk; Agricultural science; Animal science; Agricultural economics; Biology; Food science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001251244,0.0009148198,0.0008014765,0.007637907,0.001233199,0.005952333,0.001134319,0.0008958602,0.4433389],"category_scores_gemma":[0.01504024,0.0007040949,0.0004282426,0.008651368,0.000429582,0.002830374,0.002280796,0.001579401,0.4498778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269957,"about_ca_system_score_gemma":0.002423021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007363406,"about_ca_topic_score_gemma":0.006629525,"domain_scores_codex":[0.9965199,0.0003761676,0.0003948302,0.000487016,0.001903755,0.0003182738],"domain_scores_gemma":[0.9834367,0.001905555,0.001275955,0.003188229,0.008117055,0.002076404],"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":[0.00003300967,0.00001237856,0.001013014,0.0001367979,0.000003738733,0.0000170595,0.00005729865,0.00003510375,0.0002327493,0.0009570563,0.9411666,0.05633515],"study_design_scores_gemma":[0.000007115834,0.00001382177,0.003631816,0.00004441425,0.000002571984,0.00005532632,0.00008898896,0.0000412506,0.000165967,0.0002775189,0.9956622,0.000009005317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005093744,0.001804463,0.00332005,0.00808834,0.008087954,0.0006201448,0.2264438,0.01574888,0.7307926],"genre_scores_gemma":[0.02113869,0.00296987,0.006340961,0.003035289,0.002715833,0.0005109371,0.1465446,0.005859099,0.8108848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4433389,"threshold_uncertainty_score":0.7940096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667015209683779,"score_gpt":0.2192987236729004,"score_spread":0.1826285715760627,"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."}}