{"id":"W4321249086","doi":"10.3390/ani13040712","title":"Dynamics of Milk Parameters of Quarter Samples before and after the Dry Period on Czech Farms","year":2023,"lang":"en","type":"article","venue":"Animals","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerstvo Zemědělství","keywords":"Quarter (Canadian coin); Czech; Period (music); Animal science; Dynamics (music); Geography; Biology; Psychology; Art; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003688028,0.0002394605,0.0003940742,0.001017507,0.000405297,0.0006817066,0.0003021703,0.0003080974,0.0005180751],"category_scores_gemma":[0.0007924236,0.0001943628,0.0002320516,0.0006734462,0.0003384947,0.0002264903,0.000449056,0.000251354,0.0001276433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008379315,"about_ca_system_score_gemma":0.0004163399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007767747,"about_ca_topic_score_gemma":0.01288769,"domain_scores_codex":[0.9995035,0.00005390831,0.00002869757,0.0001724753,0.0001287359,0.000112746],"domain_scores_gemma":[0.9995215,0.00006126253,0.0001965585,0.00003068809,0.0001134761,0.00007650364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129086,0.0000887733,0.8389241,0.0001068238,0.0001030217,0.0005442029,0.0009019867,0.0004856906,0.1434166,0.00005216951,0.0001298258,0.01411766],"study_design_scores_gemma":[0.000003710966,0.0001554546,0.995707,0.000004903008,0.00001849711,0.00009129889,0.0003310544,0.0001549533,0.003215798,0.000009675727,0.0003017641,0.000006080098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993632,0.0001079582,0.00009633318,0.00000556142,0.000001405072,0.000006657044,0.0002254749,0.000005423986,0.0001880072],"genre_scores_gemma":[0.9989348,0.00009663658,0.0002553062,0.00001422546,0.000002253815,0.000008914612,0.0003843142,0.000004136072,0.000299384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007767747,"threshold_uncertainty_score":0.01544505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692961820178689,"score_gpt":0.2439399132046739,"score_spread":0.217010295002887,"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."}}