{"id":"W3023496157","doi":"10.1016/j.jsr.2020.04.004","title":"Age and engine displacement are associated with unsafe motorcycle rider actions","year":2020,"lang":"en","type":"article","venue":"Journal of Safety Research","topic":"Traffic and Road Safety","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University; NOSM University; St. Joseph's Care Group; Essar Steel Algoma (Canada)","funders":"","keywords":"Crash; Odds; Poison control; Demography; Injury prevention; Occupational safety and health; Suicide prevention; Psychology; Engineering; Forensic engineering; Logistic regression; Medicine; Environmental health; Mathematics; Computer science; Statistics; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006521213,0.0004261713,0.0003081221,0.0008423212,0.0004479869,0.0008187996,0.0005607129,0.001365162,0.005783626],"category_scores_gemma":[0.005024224,0.0003767438,0.001079895,0.000789951,0.0003067506,0.0008063029,0.0005831592,0.001038333,0.0008638205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167109,"about_ca_system_score_gemma":0.000416372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00857057,"about_ca_topic_score_gemma":0.01054438,"domain_scores_codex":[0.999544,0.0001012822,0.00007950338,0.0001155671,0.00005809839,0.0001015422],"domain_scores_gemma":[0.9936926,0.001866662,0.002830584,0.00035141,0.000479174,0.0007795525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001774262,0.00004411864,0.9985261,0.00001014823,0.00005868743,0.00007366686,0.00004682399,0.00005027679,0.0001904791,0.0000182456,0.00005049037,0.0007534922],"study_design_scores_gemma":[0.000001946473,0.00005683085,0.9991931,0.000005222232,0.00003493549,0.0001277133,0.0001416225,0.0002507144,0.00003865171,0.00003454854,0.0001112304,0.000003413648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975375,0.0005542687,0.0001287343,0.0001136461,0.00002584508,0.000004583475,0.000336491,0.000007262531,0.001291813],"genre_scores_gemma":[0.9986194,0.0001814744,0.00008401256,0.00001820207,0.00003143428,0.000003358039,0.0002232429,0.000003100757,0.0008357251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00857057,"threshold_uncertainty_score":0.01934814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06400822724500682,"score_gpt":0.301842515433942,"score_spread":0.2378342881889352,"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."}}