{"id":"W6894279765","doi":"10.5683/sp3/5bu7xa","title":"Replication data for: \"Usefulness of differential somatic cell count for udder health monitoring: effect of intramammary infections, days in milk, quarter location, and parity on differential somatic cell count.\"","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Somatic cell; Udder; Replication (statistics); Parity (physics); Somatic cell count; Differential (mechanical device)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005916611,0.00160361,0.001487191,0.001684443,0.0009703989,0.001969386,0.003645644,0.001807002,0.1103285],"category_scores_gemma":[0.03406237,0.0008580977,0.001970296,0.002658376,0.0004864513,0.0009996117,0.002215885,0.002038316,0.05548637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233102,"about_ca_system_score_gemma":0.003765351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03620043,"about_ca_topic_score_gemma":0.06409589,"domain_scores_codex":[0.996917,0.0007766758,0.0005575973,0.0008194508,0.0006075933,0.0003215949],"domain_scores_gemma":[0.9872602,0.003274252,0.001534955,0.003988865,0.003324644,0.0006170687],"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":[0.0003202282,0.00004426448,0.006124881,0.0007407941,0.0001688295,0.00003018734,0.00005109729,0.0002751865,0.0001947583,0.0004757323,0.9882834,0.003290605],"study_design_scores_gemma":[0.00237929,0.0001254045,0.05736043,0.0007380499,0.0003969674,0.0001493888,0.0002141773,0.0007939276,0.0009689263,0.002390147,0.9343659,0.0001173928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000449151,0.00003180432,0.0002144153,0.0001084193,0.00005803832,0.00005416183,0.9981477,0.0002348641,0.0007015154],"genre_scores_gemma":[0.003379183,0.00003417976,0.001344086,0.0001476623,0.00003405716,0.0007146336,0.9913247,0.0002344846,0.002787083],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1103285,"threshold_uncertainty_score":0.3690858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02780654816131624,"score_gpt":0.3098602300285228,"score_spread":0.2820536818672066,"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."}}