{"id":"W1584948826","doi":"","title":"Ultrasonic characteristics for gel formation in the California mastitis test","year":2011,"lang":"en","type":"article","venue":"Canadian acoustics","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":"National Science Council","keywords":"Viscometer; Rheology; Mastitis; Materials science; Viscosity; Ultrasonic sensor; Attenuation; Newtonian fluid; Rheometry; Ultrasound; Composite material; Shear thinning; Mixing (physics); Capillary action; Somatic cell count; Biomedical engineering; Chemical engineering; Mechanics; Acoustics; Optics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001786966,0.0007271292,0.0008032424,0.002685166,0.000367428,0.0009706615,0.001008494,0.001033857,0.006004338],"category_scores_gemma":[0.004911447,0.000520091,0.0005559529,0.001649278,0.0003752958,0.0005734906,0.0007158373,0.001302023,0.002613116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691023,"about_ca_system_score_gemma":0.0004634172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255794,"about_ca_topic_score_gemma":0.003282451,"domain_scores_codex":[0.9966832,0.0003840529,0.0002683418,0.0005468567,0.001966048,0.0001514827],"domain_scores_gemma":[0.9953003,0.001190072,0.001261831,0.0001929607,0.00179682,0.0002579781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001672285,0.0008564438,0.1437109,0.001919423,0.0001917558,0.0006902191,0.001330207,0.0006831009,0.7064899,0.000876612,0.01050771,0.1310714],"study_design_scores_gemma":[0.0001516674,0.005809444,0.4625847,0.0005760413,0.0006508913,0.005573222,0.00145622,0.008369601,0.4283568,0.0007059398,0.08542801,0.0003375302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839597,0.04109851,0.06142801,0.0009177937,0.001418304,0.001482485,0.004532033,0.002136633,0.04738927],"genre_scores_gemma":[0.8536348,0.009799144,0.1075479,0.001317817,0.0002747838,0.001114032,0.005346677,0.0002642862,0.02070056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006004338,"threshold_uncertainty_score":0.02008647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04481197570831579,"score_gpt":0.2081927434546167,"score_spread":0.1633807677463009,"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."}}