{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00669875,0.0002826727,0.0007614009,0.0002531731,0.001593018,0.001425579,0.003028782,0.0002226338,0.006357439],"category_scores_gemma":[0.001516136,0.0002854133,0.0003159146,0.001655131,0.0004412599,0.002286413,0.0004613546,0.0004117151,0.00005219915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005175992,"about_ca_system_score_gemma":0.0006218775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02341037,"about_ca_topic_score_gemma":0.008907097,"domain_scores_codex":[0.9958166,0.0005195318,0.001051222,0.0004405087,0.001306231,0.0008658697],"domain_scores_gemma":[0.9971569,0.0005048844,0.0008829201,0.0003551678,0.0005602433,0.0005399006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003222152,0.0002296426,0.6148298,0.00003337028,0.0001797222,0.00005854387,0.00567442,0.00002009243,0.002890605,0.00793343,0.0151036,0.3527245],"study_design_scores_gemma":[0.0006966445,0.000007693436,0.8418918,0.0001991761,0.00007683237,0.000002870135,0.004878642,0.00001187868,0.000426267,0.01256932,0.1387293,0.0005096532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.478678,0.01859304,0.001673425,0.0006795392,0.002193762,0.0008509412,0.0000460534,0.000124649,0.4971605],"genre_scores_gemma":[0.9918525,0.005009666,0.0002051793,0.000678693,0.001245966,0.00001063201,0.000004656199,0.00002730517,0.000965356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5131745,"threshold_uncertainty_score":0.9999598,"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."}}