{"id":"W4285810681","doi":"10.3168/jds.2021-21758","title":"Graduate Student Literature Review: Farm management practices: Potential microbial sources that determine the microbiota of raw bovine milk","year":2022,"lang":"en","type":"review","venue":"Journal of Dairy Science","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université Laval","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Novalait","keywords":"Milking; Udder; Biotechnology; Raw milk; Sustainability; Biology; Raw material; Agriculture; Herd; Animal husbandry; Dairy farming; Dairy cattle; Agricultural science; Mastitis; Business; Food science; Ecology; Animal science; Microbiology","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":[0.0009422475,0.0008395587,0.002105881,0.006127545,0.0003853804,0.001656161,0.001135167,0.001277456,0.009750394],"category_scores_gemma":[0.003452323,0.0003277549,0.001023871,0.00810775,0.0004827271,0.00156211,0.001036786,0.0009628027,0.002295651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007231843,"about_ca_system_score_gemma":0.003773685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002370527,"about_ca_topic_score_gemma":0.003863947,"domain_scores_codex":[0.9994403,0.000084321,0.0001620883,0.00009428557,0.0001786608,0.00004039227],"domain_scores_gemma":[0.9974684,0.001299052,0.0004914704,0.00003959255,0.0005935061,0.0001080614],"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":[0.0001125053,0.00006540071,0.0005109918,0.2486865,0.0003255445,0.000290755,0.000227729,0.0001984675,0.001093824,0.0009971528,0.05383311,0.6936581],"study_design_scores_gemma":[0.00003100696,0.0001427734,0.004008904,0.1165433,0.001468168,0.001705426,0.0002974469,0.00008224959,0.0004855326,0.001011183,0.8741776,0.00004655503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001463779,0.9984145,0.00007253228,0.0004275242,0.0002474068,0.00001339884,0.0001009197,0.000006506959,0.0005706667],"genre_scores_gemma":[0.0004889093,0.9986919,0.0001214347,0.0002125951,0.0001513597,0.00001090872,0.00009244036,0.000001191746,0.0002291843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009750394,"threshold_uncertainty_score":0.03261834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06698025018867192,"score_gpt":0.3168398225856431,"score_spread":0.2498595723969712,"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."}}