{"id":"W612547656","doi":"","title":"Cycling safety in Australia","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cycling; Project commissioning; Transport engineering; Occupational safety and health; Poison control; Publishing; Business; Injury prevention; Suicide prevention; Engineering; Human factors and ergonomics; Environmental health; Political science; Geography; Medicine","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":[0.001016978,0.0002296308,0.000182483,0.0008798326,0.004072272,0.001883503,0.0005479238,0.001439195,0.01335217],"category_scores_gemma":[0.002468659,0.0002380439,0.0002490411,0.0008308862,0.0007912898,0.001209707,0.003044556,0.001577488,0.001872364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00365594,"about_ca_system_score_gemma":0.01575263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1798554,"about_ca_topic_score_gemma":0.2976018,"domain_scores_codex":[0.9989681,0.0001795416,0.00007769086,0.0001357639,0.000436021,0.0002029231],"domain_scores_gemma":[0.9979647,0.00007207914,0.0001093752,0.00004188287,0.0008785535,0.0009334199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002366881,0.0008966518,0.101257,0.001896936,0.00004305324,0.003383706,0.05387885,0.0006209937,0.006415701,0.02033121,0.1359156,0.6751236],"study_design_scores_gemma":[0.000016942,0.0006119363,0.3740509,0.0008898008,0.00002104332,0.001176992,0.02019442,0.0005999126,0.0003609342,0.001887702,0.6001436,0.00004589478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4332256,0.01454282,0.002189063,0.0785253,0.003871342,0.0005396869,0.0007324462,0.0002642229,0.4661095],"genre_scores_gemma":[0.6992225,0.009004982,0.002362081,0.01239612,0.0005665384,0.0003177738,0.0005170399,0.00006127801,0.2755516],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1798554,"threshold_uncertainty_score":0.3576171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912698327340085,"score_gpt":0.5140688487024233,"score_spread":0.3227990159684148,"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."}}