{"id":"W3025413964","doi":"","title":"Achieving humane outcomes in killing livestock by free bullet II: Target selection.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Animal welfare; Livestock; Business; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002954428,0.0001646484,0.0004181707,0.0001503861,0.00008949621,0.00002625592,0.0001337798,0.00009675937,0.0002818857],"category_scores_gemma":[0.0001628871,0.0001387941,0.000105898,0.0001709089,0.00004044004,0.0001119094,0.00006695194,0.0002585345,0.00005050125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008690976,"about_ca_system_score_gemma":0.00002073674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007498456,"about_ca_topic_score_gemma":0.000009187685,"domain_scores_codex":[0.9987203,0.00002655127,0.0003146362,0.0002543481,0.00026015,0.00042395],"domain_scores_gemma":[0.9994177,0.0000551546,0.00007099931,0.0003058648,0.00003227012,0.0001179707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006559597,0.0002548645,0.9880286,0.000118545,0.0001193113,0.000006189639,0.0004970046,0.00001374738,0.0003107752,0.0009132279,0.006569554,0.003102629],"study_design_scores_gemma":[0.002185384,0.0001484095,0.9769614,0.00004465763,0.0000511183,0.0000173688,0.0001827873,0.00006582759,0.001047523,0.0006341951,0.0184389,0.0002224336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831708,0.0003816575,0.0001729442,0.001378434,0.0001992719,0.00111178,0.00001321344,0.0001160196,0.01345588],"genre_scores_gemma":[0.9880862,0.00001360524,0.001733753,0.0004842313,0.00008154586,0.0003402822,0.00003044381,0.00003042484,0.009199489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186935,"threshold_uncertainty_score":0.5659857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109746807040254,"score_gpt":0.2220140317623018,"score_spread":0.2110393510582764,"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."}}