{"id":"W2030245391","doi":"10.14737/journal.aavs/2015/3.4.225.232","title":"Adaptability of Dairy Cows to Individual Quarter Milking System after Changing from Tying to Loose Housing System","year":2015,"lang":"en","type":"article","venue":"Advances in Animal and Veterinary Sciences","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptability; Milking; Tying; Quarter (Canadian coin); Idle; Operations management; Animal science; Computer science; Engineering; Economics; Geography; Biology; Archaeology; Management","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":[0.001224561,0.0001746057,0.0003093214,0.00007099529,0.0002065848,0.00009208509,0.0003694636,0.00005855714,0.00001387374],"category_scores_gemma":[0.00006289843,0.00008681212,0.00004195154,0.0006939498,0.0001736078,0.0006429872,0.0003721396,0.00008092746,0.000007552577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005302164,"about_ca_system_score_gemma":0.00001533722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005806474,"about_ca_topic_score_gemma":0.0009114134,"domain_scores_codex":[0.9980947,0.0001825418,0.0003878874,0.000542045,0.0003891982,0.0004036107],"domain_scores_gemma":[0.9993703,0.0002002925,0.00009993403,0.00007583319,0.00004909315,0.0002045334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003799229,0.0003784262,0.3838076,0.001073549,0.0000378388,0.0005416594,0.03060094,0.00102384,0.1286954,0.005114945,0.0000779577,0.4448486],"study_design_scores_gemma":[0.001130812,0.01672612,0.6984091,0.005559813,0.00005262567,0.0002496586,0.2467625,0.003915792,0.00284725,0.0008154741,0.02149882,0.002031954],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963154,0.002068566,0.0001040632,0.0001677307,0.0003639515,0.0002601646,0.000100208,0.00005549119,0.0005644648],"genre_scores_gemma":[0.9971474,0.00001467193,0.002514152,0.0001126767,0.0001671036,0.00003389637,0.000004318092,0.000001201152,0.000004578271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4428167,"threshold_uncertainty_score":0.3540095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06913886389620626,"score_gpt":0.2893702727163851,"score_spread":0.2202314088201788,"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."}}