{"id":"W6926259917","doi":"10.21949/1502835","title":"Guidelines for Developing a High-Visibility Enforcement Campaign to Reduce Unsafe Driving Behaviors among Drivers of Passenger and Commercial Motor Vehicles: A Selective Traffic Enforcement Program (STEP) Based on the Ticketing Aggressive Cars and Trucks (TACT) Pilot Project","year":2008,"lang":"en","type":"report","venue":"ROSA P","topic":"Historical Astronomy and Related Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enforcement; Law enforcement; Outreach; Work (physics); Ticket; Commission; Poison control; Ministry of Transport","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":[0.01007826,0.002110779,0.0008760056,0.003176218,0.003366539,0.003333767,0.004540483,0.006477081,0.01431186],"category_scores_gemma":[0.01545571,0.001430031,0.001206656,0.001677227,0.001959211,0.003294708,0.00301466,0.005091447,0.01382467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004295811,"about_ca_system_score_gemma":0.03720947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05778266,"about_ca_topic_score_gemma":0.1682343,"domain_scores_codex":[0.9889314,0.004539913,0.001185009,0.0004116478,0.003989002,0.0009428887],"domain_scores_gemma":[0.9840087,0.003035343,0.00127073,0.0004981099,0.008741155,0.002445935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005471185,0.002565336,0.001980797,0.0009929354,0.00001183301,0.0006723203,0.003075917,0.001949677,0.002312745,0.006779531,0.7228291,0.2567751],"study_design_scores_gemma":[0.0002276098,0.001182973,0.008896448,0.002421336,0.00002828957,0.0005527424,0.005187963,0.001374274,0.001773091,0.005564916,0.9726589,0.0001313898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02624047,0.01117582,0.198634,0.1897205,0.006332279,0.1130529,0.0113795,0.01205729,0.4314072],"genre_scores_gemma":[0.03348581,0.0236843,0.5807021,0.04947839,0.000551014,0.05237452,0.009663697,0.0008839267,0.2491764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05778266,"threshold_uncertainty_score":0.1148927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05538338141849267,"score_gpt":0.336582044963836,"score_spread":0.2811986635453434,"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."}}