{"id":"W4386578894","doi":"10.1016/j.anopes.2023.100049","title":"Milk volatilome as affected by somatic cell count in Holstein cows","year":2023,"lang":"en","type":"article","venue":"Animal - Open Space","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Udder; Chemistry; Somatic cell count; Food science; Raw milk; Animal science; Herd; Lactation; Ice calving; Biology; Mastitis; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003994291,0.0002567524,0.0003199302,0.0004238329,0.0002599013,0.0005485757,0.0001912401,0.0003721691,0.0004466693],"category_scores_gemma":[0.0006469027,0.0001537335,0.0002148205,0.0003544644,0.0002135432,0.0002091376,0.0002116352,0.0003211437,0.0001175616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004435756,"about_ca_system_score_gemma":0.0001641919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00176734,"about_ca_topic_score_gemma":0.002798492,"domain_scores_codex":[0.9997098,0.00005775379,0.00001657441,0.00007700663,0.00007507586,0.00006378517],"domain_scores_gemma":[0.9995332,0.0001035243,0.0002097075,0.00002262591,0.00004573808,0.00008522659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009444228,0.0004037087,0.7577229,0.00005590172,0.0001961578,0.0006109223,0.0004078082,0.0002583328,0.2175123,0.00002430791,0.0001029661,0.01326041],"study_design_scores_gemma":[0.00001103932,0.001309253,0.9901064,0.000002781398,0.00006038278,0.0002005247,0.0001061755,0.0003128335,0.007755626,0.00001290401,0.0001160224,0.000006012779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997512,0.0001182055,0.00003722695,0.000004486636,0.000001001124,0.000001812806,0.00003884054,0.000001876007,0.00004552258],"genre_scores_gemma":[0.9993861,0.0001062403,0.00009580398,0.0000248908,0.000003742149,0.000004584019,0.0001646597,0.000002660146,0.0002114871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00176734,"threshold_uncertainty_score":0.003514111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682465273288285,"score_gpt":0.269709338334876,"score_spread":0.2428846856019932,"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."}}