{"id":"W4388140656","doi":"10.1177/00111287231207368","title":"A Field Test of Police Vehicle Presence on Speed(ing): Parked, Unoccupied, and Effective","year":2023,"lang":"en","type":"article","venue":"Crime & Delinquency","topic":"Traffic and Road Safety","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Mounted Police; Simon Fraser University","funders":"","keywords":"Intervention (counseling); Test (biology); Radar; Police department; Field (mathematics); Traffic speed; Computer science; Aeronautics; Simulation; Transport engineering; Engineering; Psychology; Telecommunications; Mathematics; Criminology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270267,0.0006424745,0.0003109732,0.0005665694,0.0009678755,0.0004550017,0.0008567974,0.0005275254,0.002933785],"category_scores_gemma":[0.004328706,0.000477628,0.000217208,0.0003457064,0.001313653,0.0004107734,0.0006107547,0.0009513479,0.000276313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028511,"about_ca_system_score_gemma":0.002308981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03760977,"about_ca_topic_score_gemma":0.08793746,"domain_scores_codex":[0.9989549,0.0003111855,0.00005514684,0.0002158625,0.0002733608,0.0001894282],"domain_scores_gemma":[0.9937093,0.001922678,0.001347134,0.0005541904,0.0008954721,0.001571297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02876961,0.2062611,0.4318865,0.0004148726,0.0002763431,0.0007532915,0.01444745,0.001699862,0.2448512,0.0008892044,0.002807467,0.06694313],"study_design_scores_gemma":[0.0005131478,0.06871913,0.916213,0.00001721127,0.00005346566,0.0000703269,0.002871425,0.000852459,0.008988721,0.0001321391,0.001529269,0.00003971299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984936,0.000007366849,0.0001784976,0.00001218523,0.000005305955,0.0001689072,0.00008662255,0.000007416129,0.001040101],"genre_scores_gemma":[0.995103,0.00002578083,0.001465356,0.00006895867,0.000008441675,0.000560642,0.0002824831,0.00000527178,0.002480146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03760977,"threshold_uncertainty_score":0.07478166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01224347857908274,"score_gpt":0.2537037282069531,"score_spread":0.2414602496278703,"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."}}