{"id":"W3188221582","doi":"10.21423/aabppro20015265","title":"Studies on Milk Flow in Cows with Acquired Milk-flow Disorders","year":2001,"lang":"en","type":"article","venue":"American Association of Bovine Practitioners Conference Proceedings","topic":"Milk Quality and Mastitis in Dairy Cows","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Flow (mathematics); Medicine; Animal science; Food science; Biology; Mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005350515,0.000154248,0.0002459379,0.0006656557,0.0002401427,0.0003052674,0.000130082,0.0002981272,0.0005720714],"category_scores_gemma":[0.002199451,0.00007670933,0.0001489576,0.0003217662,0.0002374804,0.0002268955,0.000189343,0.0003002108,0.00006430408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002050882,"about_ca_system_score_gemma":0.0001501111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001174349,"about_ca_topic_score_gemma":0.0007420622,"domain_scores_codex":[0.9997811,0.00007160849,0.0000182464,0.00002467738,0.00005428156,0.00005024521],"domain_scores_gemma":[0.9991311,0.000272539,0.0003871255,0.00001835626,0.0001037692,0.00008720004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002290813,0.0002243458,0.9443237,0.0001738867,0.00006840516,0.0007062054,0.0006667508,0.0001552232,0.03384551,0.00009657389,0.00007700129,0.01737159],"study_design_scores_gemma":[0.00002893024,0.00169494,0.9923583,0.00002026024,0.00004380065,0.001344141,0.0002631939,0.0002269283,0.003508292,0.00004119065,0.0004642498,0.000005802226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990234,0.0005738215,0.0001647871,0.00001386149,0.000003067635,0.000005427248,0.00002974966,0.000001876072,0.0001840152],"genre_scores_gemma":[0.9991477,0.0003348058,0.0002602062,0.00002485609,0.00001801216,0.000009735401,0.0000930823,0.000001350134,0.0001102966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001174349,"threshold_uncertainty_score":0.002829671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447467494985444,"score_gpt":0.2651516051725822,"score_spread":0.2406769302227277,"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."}}