{"id":"W2605777400","doi":"10.23907/2012.019","title":"Intent in Manner Determination","year":2012,"lang":"en","type":"article","venue":"Academic Forensic Pathology","topic":"Autopsy Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Volition (linguistics); Variation (astronomy); Certainty; Task (project management); Medical practice; Psychology; Medical examiner; Function (biology); Association (psychology); Medicine; Social psychology; Family medicine; Human factors and ergonomics; Medical emergency; Poison control; Epistemology; 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":[0.0003333774,0.00009409157,0.0002179611,0.0001481847,0.00001369398,7.855647e-7,0.00005668184,0.0003007235,0.00004899811],"category_scores_gemma":[0.0001521331,0.00007533624,0.00004782852,0.0001007813,0.00008801232,0.00008430324,0.00005296828,0.0004685054,0.00006207853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007982826,"about_ca_system_score_gemma":0.00001305019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000756152,"about_ca_topic_score_gemma":0.000002247289,"domain_scores_codex":[0.9991838,0.0000331185,0.0002379865,0.0001311334,0.00008366869,0.0003303136],"domain_scores_gemma":[0.9996632,0.00003620709,0.00005887965,0.0001488406,0.0000209966,0.000071831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000409825,0.00004204798,0.8579683,0.00002671024,0.000004727881,0.0001420745,0.0009839064,1.541593e-7,0.006393532,0.009681153,0.002534029,0.1221824],"study_design_scores_gemma":[0.0007186354,0.0001347994,0.9741808,0.00006551026,0.00003521517,0.001740454,0.0001460162,0.0001678246,0.008686791,0.002647775,0.01133722,0.0001389634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934738,0.0005389439,0.001092033,0.001755763,0.0003185747,0.0002060576,0.000001007071,0.0000891697,0.002524603],"genre_scores_gemma":[0.9917635,0.0001235612,0.004023843,0.003053472,0.0001650692,0.00002876714,0.00001210596,0.00001366205,0.0008160394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1220435,"threshold_uncertainty_score":0.3072123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228177090539978,"score_gpt":0.3368721103596951,"score_spread":0.3045903394542953,"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."}}