{"id":"W3025381722","doi":"10.3390/ani10050854","title":"Competition Strategies of Metritic and Healthy Transition Cows","year":2020,"lang":"en","type":"article","venue":"Animals","topic":"Reproductive Physiology in Livestock","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metritis; Competition (biology); Agonistic behaviour; Animal science; Psychology; Biology; Developmental psychology; Aggression; Ecology; Pregnancy","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":[0.0003239552,0.0001125856,0.0002184661,0.0006949105,0.000276661,0.0003408757,0.0001599665,0.0001791907,0.0005496643],"category_scores_gemma":[0.0008324248,0.00009772742,0.00009280973,0.0003133015,0.0002791907,0.0001373945,0.0003081523,0.0001538209,0.00006547694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003770406,"about_ca_system_score_gemma":0.0001592783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003689812,"about_ca_topic_score_gemma":0.008897989,"domain_scores_codex":[0.9998084,0.00004446767,0.00001263886,0.00005148005,0.00003406217,0.00004900997],"domain_scores_gemma":[0.9994227,0.00009524267,0.0002692154,0.0000242121,0.00005254771,0.0001361226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006828003,0.00008521584,0.9727289,0.00001984148,0.00003506278,0.0001605825,0.0006801594,0.0001124121,0.01918548,0.00003977906,0.00004433526,0.006225463],"study_design_scores_gemma":[0.000002364432,0.0002223883,0.9986988,0.000001770415,0.000005510398,0.0001165732,0.0002787923,0.0002150136,0.0003626426,0.0000223821,0.00007061696,0.000003145761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998401,0.00003203165,0.00005436378,0.000002125065,2.621907e-7,0.00000174891,0.00002009912,4.426936e-7,0.00004873746],"genre_scores_gemma":[0.9997078,0.00001942127,0.0001069341,0.000005591144,8.947461e-7,0.000003733325,0.0000701936,4.389998e-7,0.00008498466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003689812,"threshold_uncertainty_score":0.007336676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04215438347476849,"score_gpt":0.2563408696747582,"score_spread":0.2141864861999897,"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."}}