{"id":"W4392401667","doi":"10.1177/03611981241230309","title":"Walkable and Safe Route to Transit for Pedestrians in Greater Montréal: An Environmental Justice Approach","year":2024,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Transport engineering; Transit (satellite); Environmental justice; Bus rapid transit; Public transport; Environmental planning; Business; Engineering; Environmental science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009422869,0.0004443761,0.0002381041,0.002244454,0.002494966,0.001530498,0.0008568864,0.0003600802,0.00184644],"category_scores_gemma":[0.002727486,0.000136374,0.0006161318,0.002519561,0.001064757,0.000935049,0.001422137,0.0006067895,0.0001126219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01417942,"about_ca_system_score_gemma":0.007731331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9164594,"about_ca_topic_score_gemma":0.9779981,"domain_scores_codex":[0.9993818,0.0001924436,0.00002011855,0.00006009006,0.0001415448,0.0002040199],"domain_scores_gemma":[0.9991719,0.00009969538,0.0002300964,0.00002325931,0.0002828648,0.0001922163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007352223,0.0001470399,0.9649342,0.00006468075,0.00009065442,0.0003047717,0.009599227,0.001081725,0.0004118683,0.001665309,0.001151685,0.02047543],"study_design_scores_gemma":[0.000004449287,0.0001097812,0.9770742,0.00003192641,0.000049267,0.0000516363,0.01914969,0.00113736,0.0001283505,0.0002578628,0.001987091,0.00001844819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927434,0.0003494509,0.0005387407,0.0009306675,0.00001268962,0.00007836471,0.000479258,0.000008003551,0.004859465],"genre_scores_gemma":[0.9977221,0.000202092,0.0007081351,0.00006057187,0.00001015743,0.00003992542,0.0001378863,0.000003362363,0.001115815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08354056,"threshold_uncertainty_score":0.1680651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1123615169569423,"score_gpt":0.40801097481373,"score_spread":0.2956494578567876,"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."}}