{"id":"W4291149928","doi":"10.3390/su14169909","title":"Characteristics of Pedestrians in Bangladesh Who Did Not Receive Public Education on Road Safety","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"LG Display","keywords":"Publicity; Business; Developing country; Work (physics); Socioeconomic status; Transport engineering; Economic growth; Marketing; Engineering; Environmental health; Population; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0002380228,0.0001681668,0.00026014,0.0008043181,0.0008695471,0.0005904065,0.0002195881,0.0004492118,0.004009665],"category_scores_gemma":[0.001070605,0.0002240367,0.000265183,0.001196117,0.0002867395,0.0005081621,0.0003816357,0.0003632911,0.0008732158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312192,"about_ca_system_score_gemma":0.0005232029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02184754,"about_ca_topic_score_gemma":0.02581019,"domain_scores_codex":[0.999798,0.00002438478,0.00003468084,0.00003564216,0.00003794725,0.00006943596],"domain_scores_gemma":[0.9993667,0.00006303575,0.0002217642,0.00002356701,0.00008602819,0.0002390381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005519073,0.00008904067,0.9968071,0.00002663207,0.00001051124,0.0002244185,0.0008727463,0.00002919485,0.0002009688,0.00004967102,0.0002212021,0.001413321],"study_design_scores_gemma":[0.000003364923,0.0001665466,0.995671,0.00001924755,0.000006776827,0.0002728993,0.00334139,0.00003343445,0.00002358875,0.00003429735,0.0004205384,0.000006924381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981066,0.0001011657,0.00002092065,0.00008628538,0.000006912589,0.00001435045,0.0004730076,0.000002077286,0.001188672],"genre_scores_gemma":[0.9990931,0.0001269667,0.00002154209,0.00005579445,0.000003576125,0.00001384937,0.0002235809,0.000001061538,0.0004605559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02184754,"threshold_uncertainty_score":0.04344076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007669471602386225,"score_gpt":0.227477089013058,"score_spread":0.2198076174106718,"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."}}