{"id":"W4297365467","doi":"10.3138/9781487563585-005","title":"4. Cheese","year":2022,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food science; Materials science; Chemistry","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":[0.000371279,0.0007768565,0.0003421282,0.001677203,0.002473551,0.005424452,0.0008904622,0.00178094,0.1208945],"category_scores_gemma":[0.0006340898,0.0003652826,0.0009426416,0.001450241,0.001404004,0.00338469,0.002496546,0.001810656,0.07131413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745494,"about_ca_system_score_gemma":0.00117274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316839,"about_ca_topic_score_gemma":0.01845961,"domain_scores_codex":[0.9995509,0.00004160815,0.00001775364,0.00009910677,0.0002106077,0.00008009196],"domain_scores_gemma":[0.9998541,0.00001615248,0.000009796135,0.00003826154,0.00005730906,0.00002434367],"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":[0.00008111153,0.00008098099,0.0004505481,0.0005835427,0.00001253264,0.0002987543,0.00187437,0.0002438106,0.00218057,0.3294422,0.4605388,0.2042128],"study_design_scores_gemma":[0.000001220963,0.00000534683,0.0001515361,0.0000638001,9.990408e-7,0.00004718374,0.0001162465,0.00001192198,0.0001024363,0.002244278,0.9972524,0.000002652321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001069095,0.00564465,0.0005671286,0.001844686,0.001111255,0.00004454735,0.0004874216,0.0001976893,0.9890336],"genre_scores_gemma":[0.009482165,0.00520143,0.001443554,0.001471736,0.0002236345,0.00002986557,0.000527233,0.0002360756,0.9813842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1208945,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545832761629606,"score_gpt":0.1953759546953838,"score_spread":0.1599176270790877,"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."}}