{"id":"W654834912","doi":"","title":"TESTING OF INNOVATIVE PEDESTRIAN SAFETY INITIATIVES IN THE CITY OF TORONTO","year":2003,"lang":"en","type":"article","venue":"","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Countdown; Transport engineering; Pedestrian crossing; Engineering","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":[0.004138315,0.0009322944,0.0004086239,0.001240504,0.002187584,0.001093689,0.001294911,0.0006058158,0.001805825],"category_scores_gemma":[0.007712619,0.000617218,0.0005189053,0.001247208,0.001743675,0.0007401437,0.001474534,0.0005606355,0.0002994898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01179041,"about_ca_system_score_gemma":0.01228885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4234199,"about_ca_topic_score_gemma":0.6960181,"domain_scores_codex":[0.9951606,0.001975246,0.0001800072,0.000541263,0.001441678,0.000701244],"domain_scores_gemma":[0.9923736,0.001632954,0.0006962458,0.0004764206,0.003709396,0.001111313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007332908,0.02268536,0.4851048,0.002226273,0.0004492408,0.003827669,0.1239254,0.02436255,0.0905877,0.005797721,0.00983461,0.2238657],"study_design_scores_gemma":[0.0006879836,0.03968114,0.8241662,0.0002758664,0.0003183547,0.0002916188,0.07541887,0.008559867,0.02778351,0.0003591651,0.02223824,0.0002192193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949771,0.00001782009,0.0006807423,0.00005748394,0.000009312291,0.0005809698,0.0001360948,0.00003928177,0.003501198],"genre_scores_gemma":[0.9890196,0.0001170444,0.006030167,0.00005833239,0.00001186184,0.0006397804,0.0004496426,0.00001044453,0.003663084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5765802,"threshold_uncertainty_score":0.8419106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02643040884086034,"score_gpt":0.2432764240856882,"score_spread":0.2168460152448278,"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."}}