{"id":"W4383900329","doi":"10.2139/ssrn.4489476","title":"Arrival Risk Factors Associated with Morbidity and Mortality in Veal Calves in Québec, Canada","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Belt Conveyor Systems Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Demography; Geography; Medicine; Animal science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001422637,0.0004581976,0.0006724099,0.0002935739,0.00005508789,0.00006215842,0.0003153621,0.0003027095,0.000003366365],"category_scores_gemma":[0.0001848372,0.0004453347,0.00006949034,0.0002822379,0.00002791703,0.00009381762,0.0001047472,0.007369492,6.269483e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009759587,"about_ca_system_score_gemma":0.005933651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9422179,"about_ca_topic_score_gemma":0.9992164,"domain_scores_codex":[0.9964114,0.0001409564,0.0006033393,0.0003479206,0.000417619,0.002078752],"domain_scores_gemma":[0.9992166,0.0001480819,0.000184608,0.0002663236,0.00003782722,0.0001466046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004735227,0.00001057533,0.7170895,0.00008075725,0.0005399218,0.00005923222,0.0002582721,0.2816924,0.000027431,0.00005129651,0.0000316786,0.0001541427],"study_design_scores_gemma":[0.0006322062,0.00003141223,0.966879,0.0003758753,0.00006714409,0.00002642902,0.0007256931,0.02928022,0.00004004255,0.001328894,0.00002417229,0.000588903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99582,0.002237194,0.0006094589,0.00003540976,0.0008076166,0.000233718,0.00007659364,0.000146211,0.00003381344],"genre_scores_gemma":[0.9983268,0.001333513,0.000005048056,0.000002047679,0.0001189908,0.00002058712,0.00002569078,0.0001156383,0.00005168786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524122,"threshold_uncertainty_score":0.9997998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636818498604456,"score_gpt":0.213500597573714,"score_spread":0.1971324125876694,"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."}}