{"id":"W7017255850","doi":"","title":"Advocating Global Road Safety","year":2007,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Crime, Deviance, and Social Control","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Work (physics); Politics; Quarter (Canadian coin); Socioeconomic status; Occupational safety and health","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":[0.0125332,0.0009169849,0.0005909855,0.002060603,0.007334084,0.009241063,0.001469973,0.009840202,0.02519205],"category_scores_gemma":[0.01269477,0.0003851936,0.0008181577,0.001296574,0.01354864,0.009659555,0.02447821,0.01120151,0.002798742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002209808,"about_ca_system_score_gemma":0.006651751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003200303,"about_ca_topic_score_gemma":0.006207587,"domain_scores_codex":[0.9910307,0.004254663,0.0002293013,0.0008295194,0.001499024,0.002156797],"domain_scores_gemma":[0.9895272,0.003309526,0.0008305734,0.0008809366,0.001413118,0.004038576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006733414,0.0003024178,0.01918631,0.001058628,0.0001569776,0.001323954,0.1701307,0.0006425299,0.003948549,0.3944428,0.2618771,0.1468625],"study_design_scores_gemma":[0.00002503295,0.0001059912,0.004815521,0.0005830383,0.00003693891,0.0003508119,0.06837128,0.0001995836,0.0004394952,0.04865637,0.8763798,0.00003603975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0445239,0.007139685,0.005453245,0.5435784,0.007696163,0.0001293572,0.00006070171,0.0001500274,0.3912685],"genre_scores_gemma":[0.6877842,0.009579401,0.006513454,0.2069558,0.0035251,0.0002073583,0.0001936807,0.0002562332,0.08498479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02519205,"threshold_uncertainty_score":0.08427578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2304983606039746,"score_gpt":0.6033032066905881,"score_spread":0.3728048460866135,"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."}}