{"id":"W2338782590","doi":"10.14288/1.0166305","title":"Sustainable Transport Safety : a review of barriers to, and promising engineering tools for, promoting safer bicycling and walking in Canadian communities","year":2015,"lang":"en","type":"review","venue":"cIRcle (University of British Columbia)","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Transport engineering; Work (physics); Engineering; Sustainable transport; Business; Environmental planning; Sustainability; Computer science; Geography; Computer security","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":[0.006244377,0.001372934,0.001869347,0.01300813,0.003200012,0.004480387,0.002246568,0.001388567,0.001786379],"category_scores_gemma":[0.007766175,0.0007853059,0.001330119,0.0204144,0.002615701,0.002286028,0.001267354,0.001579362,0.0002340006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03771973,"about_ca_system_score_gemma":0.1107323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8928066,"about_ca_topic_score_gemma":0.9514111,"domain_scores_codex":[0.9961486,0.000553727,0.0005860331,0.0002838391,0.002045648,0.0003821944],"domain_scores_gemma":[0.9865214,0.004771349,0.001050161,0.0001311379,0.006728119,0.0007978056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001216433,0.0001195988,0.005259889,0.1284355,0.0002625148,0.0003823664,0.007555673,0.0007912887,0.000967145,0.006091028,0.02243056,0.8275828],"study_design_scores_gemma":[0.00002423467,0.0002360908,0.0411104,0.1359843,0.001098965,0.0005854433,0.00962087,0.0004071735,0.0009066404,0.0009585497,0.8088725,0.0001948082],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001582504,0.9949498,0.000177954,0.001198821,0.0001411746,0.0000363169,0.00009785981,0.00000853216,0.001807118],"genre_scores_gemma":[0.007408032,0.9913034,0.0005879181,0.0002673985,0.00003842064,0.00002264467,0.00007291519,0.000004856543,0.000294337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1071934,"threshold_uncertainty_score":0.2736771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169739066184316,"score_gpt":0.2494711700114264,"score_spread":0.2277737793495833,"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."}}