{"id":"W4399762415","doi":"10.32920/26060815","title":"Impacts of the King Street Priority Corridor on Environmental Perceptions: Gender, Mobility and Safety","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Fanshawe College; University of Toronto","funders":"","keywords":"Environmental planning; Perception; Geography; Transport engineering; Environmental resource management; Environmental science; Psychology; Engineering","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":[0.0006595058,0.000108426,0.0001341963,0.0002121478,0.0007360353,0.0008646267,0.0001843787,0.0001854643,0.004360633],"category_scores_gemma":[0.00190672,0.00007294986,0.0002161377,0.0003162207,0.0008788962,0.0003277352,0.0005604092,0.0002344421,0.0001861784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003016227,"about_ca_system_score_gemma":0.002722184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5473179,"about_ca_topic_score_gemma":0.7569516,"domain_scores_codex":[0.9995316,0.0001652915,0.00001130538,0.00004716547,0.0001089433,0.0001357108],"domain_scores_gemma":[0.9986145,0.0002754437,0.0003455441,0.00004369335,0.0002300771,0.0004905962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003134084,0.00007186818,0.9722245,0.00002904019,0.00002123623,0.0002295855,0.01315867,0.0002062183,0.001057987,0.0003531742,0.0010815,0.01125291],"study_design_scores_gemma":[0.000002655271,0.00006157487,0.9900833,0.00001492581,0.000005188852,0.00002661494,0.008832274,0.00008768246,0.00009908993,0.00003217792,0.0007497383,0.000004701872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997956,0.00007770783,0.00003821714,0.0001713862,0.000005525885,0.000002412444,0.00007941388,0.000001549896,0.001667805],"genre_scores_gemma":[0.9992616,0.00004032855,0.00001910847,0.00001429501,0.00000170295,0.000001819248,0.00002386172,0.000001177062,0.000636147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5473179,"threshold_uncertainty_score":0.910696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02955389882084526,"score_gpt":0.3055263576057776,"score_spread":0.2759724587849323,"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."}}