{"id":"W2116496454","doi":"10.1136/injuryprev-2012-040580g.2","title":"CELL PHONE USE AND TRAFFIC CRASH RESPONSIBILITY: A CULPABILITY ANALYSIS OF COLLISION-INVOLVED DRIVERS","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Dalhousie University","funders":"","keywords":"Culpability; Phone; Crash; Poison control; Computer security; Injury prevention; Engineering; Psychology; Medicine; Environmental health; Computer science; Criminology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005616356,0.0001241378,0.0002729177,0.0002127766,0.00004760376,0.00001366464,0.00006284366,0.0001120108,0.00006883111],"category_scores_gemma":[0.0000443746,0.0001215862,0.0001776967,0.0006109105,0.00006236671,0.0003706155,0.00002823095,0.0001003442,0.000007153184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078893,"about_ca_system_score_gemma":0.00001559946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000988639,"about_ca_topic_score_gemma":0.00004536896,"domain_scores_codex":[0.9990262,0.0001269112,0.0003267128,0.0001719519,0.0001557217,0.0001925511],"domain_scores_gemma":[0.9993759,0.0001182166,0.00005999789,0.0002993564,0.00004612434,0.0001003763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007455334,0.001965018,0.7257398,0.0007081797,0.00237777,0.000002447579,0.006298934,0.1769551,0.043632,0.0002260971,0.003365788,0.03798335],"study_design_scores_gemma":[0.0004206959,0.00006061078,0.9641107,0.0000243852,0.0009028364,2.968546e-7,0.0002507193,0.02807646,0.005225235,0.0000334875,0.000690335,0.0002042405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968703,0.0002244644,0.002227612,0.000006577107,0.0001815636,0.0002093207,0.00005513498,0.0001384635,0.00008651804],"genre_scores_gemma":[0.9984429,0.0001091577,0.001237674,0.00000365916,0.00002039884,0.000007532586,0.0000343034,0.0000124649,0.0001319113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383709,"threshold_uncertainty_score":0.495814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457437725700957,"score_gpt":0.2452047356555932,"score_spread":0.2306303583985836,"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."}}