{"id":"W4322705215","doi":"10.21423/aabppro20005380","title":"Milk-flow Disorders","year":2000,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Flow (mathematics); Medicine; Computer science; Mechanics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000370509,0.0001326334,0.0002378869,0.00001943786,0.0001525187,0.00006507448,0.0001952464,0.00006736197,0.005743828],"category_scores_gemma":[0.0003474985,0.00007355634,0.00008965305,0.0004833428,0.0001270509,0.000484675,0.00002508737,0.0001581773,0.0001036547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008036119,"about_ca_system_score_gemma":0.00002297681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007801537,"about_ca_topic_score_gemma":0.000480705,"domain_scores_codex":[0.9987556,0.00003982451,0.0003067538,0.0002606417,0.0003850637,0.0002521363],"domain_scores_gemma":[0.9988737,0.0001948689,0.0005478146,0.00003184524,0.0002676592,0.00008408629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002135177,0.0003721545,0.06804448,0.00002327835,0.00008393115,4.600727e-7,0.001052981,0.00001253655,0.02021978,0.005514131,0.02761404,0.8768487],"study_design_scores_gemma":[0.0006943606,0.001558628,0.2251912,0.00008345871,0.00008802762,0.000005547196,0.006275733,0.001734441,0.00175541,0.006496243,0.7552978,0.0008191331],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9290714,0.00001290549,0.00002285908,0.01621361,0.00005531901,0.0001672624,0.00008096467,0.0001050153,0.05427062],"genre_scores_gemma":[0.9943284,0.0006270698,0.0006972831,0.0006033378,0.0001099139,0.00002660563,0.00008009982,0.000001441909,0.003525782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8760296,"threshold_uncertainty_score":0.9951651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043521699037811,"score_gpt":0.2275585148761707,"score_spread":0.2171232978857926,"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."}}