{"id":"W43901182","doi":"","title":"Effects of somatic cell count on quarter milk composition in smallholder dairy herds in Kenya","year":2007,"lang":"en","type":"article","venue":"Egerton journal","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Somatic cell count; Quarter (Canadian coin); Herd; Composition (language); Somatic cell; Biology; Animal science; Dairy cattle; Geography; Lactation; Ice calving; Art; Biochemistry; Genetics","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":[0.0007384042,0.000289277,0.0003668364,0.0007351342,0.001055276,0.00053453,0.0004986079,0.0004316331,0.001110848],"category_scores_gemma":[0.002540009,0.0003247595,0.000247342,0.000663859,0.0007947645,0.0004398001,0.0004558972,0.0003841707,0.0001318227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746555,"about_ca_system_score_gemma":0.0009273457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05184628,"about_ca_topic_score_gemma":0.1325555,"domain_scores_codex":[0.999324,0.0002571671,0.00003510172,0.0001056647,0.00008667186,0.0001913872],"domain_scores_gemma":[0.998744,0.0004463005,0.0003471269,0.00003186477,0.0001296703,0.0003010405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00104546,0.0001602964,0.9932445,0.00001581141,0.00006105275,0.0002976863,0.0005084858,0.00005579023,0.002957917,0.00003064367,0.00004685904,0.001575506],"study_design_scores_gemma":[0.000005364945,0.0002607919,0.9989834,0.000002598329,0.00001603102,0.00006786871,0.0004497196,0.00008320487,0.00009099004,0.000006579514,0.00003098793,0.000002470271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997911,0.00005524667,0.00001167042,0.00001030033,7.716073e-7,0.000002569227,0.00003048501,4.305467e-7,0.00009744427],"genre_scores_gemma":[0.999764,0.00003465229,0.00004028266,0.000007828134,7.747112e-7,0.00000325523,0.00003335985,5.259354e-7,0.0001152132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05184628,"threshold_uncertainty_score":0.103089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071937383871201,"score_gpt":0.2243009741113968,"score_spread":0.2135816002726847,"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."}}