{"id":"W6894299737","doi":"10.5683/sp3/hz7s1p","title":"Replication data for \"Dynamics of intramammary infections and their association with quarter-level somatic cell score, milk yield, and milk components. Part 1: Staphylococcal species\"","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; Somatic cell count; Mastitis; Replication (statistics); Staphylococcus aureus; Staphylococcal infections; Dairy industry; Association (psychology)","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":[0.003889889,0.002072647,0.002152319,0.001884687,0.001164488,0.002353048,0.003838682,0.002579075,0.1038149],"category_scores_gemma":[0.02476803,0.0009811424,0.00222016,0.003270493,0.0005202787,0.001088496,0.002172296,0.002427425,0.07485452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240028,"about_ca_system_score_gemma":0.003382104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614234,"about_ca_topic_score_gemma":0.04227824,"domain_scores_codex":[0.9976381,0.0004824563,0.0003334867,0.0008582933,0.0004222624,0.0002653152],"domain_scores_gemma":[0.9915566,0.002645274,0.0008307261,0.002479022,0.001947207,0.0005412024],"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":[0.000265392,0.00004421073,0.004361103,0.0009733847,0.0001996448,0.00003068521,0.00003567874,0.0003510955,0.0003599642,0.0004258159,0.9899852,0.002967795],"study_design_scores_gemma":[0.001774511,0.0000944198,0.02939731,0.0008190526,0.0003891724,0.0001791792,0.0001434021,0.0008125391,0.0009893803,0.003015207,0.9622719,0.0001139622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002282245,0.0000540512,0.00009167863,0.00006636047,0.00004349557,0.00001284922,0.999063,0.0001862837,0.0002541456],"genre_scores_gemma":[0.001153288,0.00004893389,0.000495113,0.00008772263,0.00001784343,0.0001651111,0.9970887,0.0001169826,0.000826388],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1038149,"threshold_uncertainty_score":0.3472955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04933230954734446,"score_gpt":0.2602400468936441,"score_spread":0.2109077373462996,"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."}}