{"id":"W647992905","doi":"","title":"Ottawa Pedestrian Safety Evaluation Tool","year":2012,"lang":"en","type":"article","venue":"2012 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: INNOVATIONS AND OPPORTUNITIES","topic":"Traffic and Road Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Transport engineering; Prioritization; Engineering; Process (computing); Countermeasure; Computer science; Process management","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":[0.005668886,0.001296846,0.0009277592,0.005062507,0.003165856,0.003671485,0.002373068,0.0007873552,0.1010477],"category_scores_gemma":[0.01938962,0.001014602,0.00130321,0.003942966,0.0006591819,0.002099717,0.002614659,0.001161465,0.01985726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01505541,"about_ca_system_score_gemma":0.03551902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6009992,"about_ca_topic_score_gemma":0.7706445,"domain_scores_codex":[0.9941851,0.001271766,0.0008324669,0.0006131808,0.002586953,0.0005104505],"domain_scores_gemma":[0.9788799,0.002929182,0.0008811678,0.0009799417,0.01535914,0.0009706295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002118282,0.0003706071,0.03402088,0.001805413,0.0002603816,0.0003331993,0.00174175,0.003974902,0.001274297,0.01297856,0.7150213,0.2261004],"study_design_scores_gemma":[0.0004501403,0.0003626415,0.05752098,0.001015078,0.0003876078,0.0002519414,0.002053189,0.006683484,0.002435473,0.00380441,0.9245781,0.0004570264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05584298,0.001786273,0.05920531,0.003234794,0.0008195569,0.0129571,0.3812264,0.02900179,0.4559259],"genre_scores_gemma":[0.2426046,0.002504093,0.1828053,0.001556359,0.0001322099,0.01917467,0.2363896,0.004073117,0.31076],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3990008,"threshold_uncertainty_score":0.8027012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739737695869793,"score_gpt":0.2152129237502809,"score_spread":0.187815546791583,"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."}}