{"id":"W3010486165","doi":"","title":"Achieving humane outcomes in killing livestock by free bullet I: Penetrating brain injury.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Traumatic Ocular and Foreign Body Injuries","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Rifle; Ammunition; Forensic engineering; Humanities; Engineering; History; Philosophy; Archaeology; Mechanical engineering","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":[0.0005545975,0.0002054798,0.0004899202,0.0001639992,0.00006232262,0.00005207192,0.0001987126,0.0001115903,0.0001603483],"category_scores_gemma":[0.0004580086,0.0001763379,0.0001219486,0.0001554311,0.00005524203,0.0001374701,0.00008303076,0.0003183778,0.00005429557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007587697,"about_ca_system_score_gemma":0.00002376343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000980804,"about_ca_topic_score_gemma":0.00001786543,"domain_scores_codex":[0.9983563,0.0000493554,0.0004446846,0.0003111567,0.0003261266,0.0005123892],"domain_scores_gemma":[0.9990412,0.0001906937,0.0001078394,0.0004905438,0.00002702716,0.0001426732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007423532,0.0001681841,0.9747742,0.000192461,0.00008992821,0.00001351805,0.0006858009,0.000002667109,0.001302583,0.001418488,0.003953755,0.01732413],"study_design_scores_gemma":[0.001856626,0.0001385334,0.9927284,0.00009354304,0.00003825395,0.00001088677,0.000427919,0.00003244382,0.0007536231,0.0003853593,0.003282914,0.0002514674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792182,0.0002765945,0.00006329938,0.002621635,0.0001615468,0.001279839,0.00001848535,0.00009778231,0.01626265],"genre_scores_gemma":[0.9933643,0.000008670498,0.00084549,0.001143785,0.0000789798,0.0003093835,0.0000312408,0.00003864347,0.004179559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01795418,"threshold_uncertainty_score":0.7190849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527677953935155,"score_gpt":0.2479472126206512,"score_spread":0.2326704330812996,"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."}}