{"id":"W2542789015","doi":"","title":"A SURVEY OF UNLICENSED DRIVING OFFENDERS","year":2002,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law enforcement; Enforcement; Sample (material); Driving under the influence; Drunk driving; Psychology; Computer security; Quarter (Canadian coin); Human factors and ergonomics; Poison control; Criminology; Law; Political science; Computer science; Medical emergency; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042172,0.0001932742,0.0002743479,0.001502099,0.001032193,0.0007773268,0.0003436635,0.0004375721,0.002248409],"category_scores_gemma":[0.001811204,0.0004176753,0.0001335147,0.001292531,0.0002540222,0.0007225726,0.0005787236,0.0005754154,0.0009265437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005021129,"about_ca_system_score_gemma":0.0005019468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01910872,"about_ca_topic_score_gemma":0.02695257,"domain_scores_codex":[0.9993114,0.0001827141,0.00007493916,0.00006953381,0.0001709036,0.0001904016],"domain_scores_gemma":[0.998475,0.0002093489,0.0005627742,0.00004661139,0.0003302245,0.0003760744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005257377,0.0002023995,0.9805921,0.00005059544,0.000006406304,0.0006923684,0.01123807,0.00001294269,0.0008866308,0.00002759326,0.0004648541,0.005773436],"study_design_scores_gemma":[0.000002920173,0.0002268376,0.975292,0.00003419168,0.000004221741,0.0005839227,0.02242635,0.00004181321,0.00009735289,0.000008499279,0.001275121,0.000006777567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991642,0.00006394691,0.00003038337,0.0000442339,0.000003032517,0.00002169748,0.0001962985,0.000001488354,0.0004748231],"genre_scores_gemma":[0.9967891,0.000472344,0.0001244683,0.0002033903,0.00001066027,0.00006405413,0.0004923297,0.00000304309,0.00184058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01910872,"threshold_uncertainty_score":0.03799498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05370168584720247,"score_gpt":0.2755483103719651,"score_spread":0.2218466245247626,"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."}}