{"id":"W4416926499","doi":"10.36939/cjur/vol32no2/art407","title":"Evaluating street safety for women in Halifax","year":2024,"lang":"","type":"article","venue":"Canadian journal of urban research","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perception; SAFER; Proxy (statistics); Affect (linguistics); Empirical research; Risk perception","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001269637,0.000277481,0.0001931782,0.0007990074,0.004240304,0.001457968,0.0005024687,0.0003682723,0.002223916],"category_scores_gemma":[0.002820421,0.0001589262,0.0001592739,0.000975035,0.001309994,0.0003148381,0.0009805253,0.0003674485,0.0002221529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02530007,"about_ca_system_score_gemma":0.01738277,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8901961,"about_ca_topic_score_gemma":0.9433356,"domain_scores_codex":[0.9992035,0.0002357843,0.00002199692,0.00003842153,0.000193903,0.0003063765],"domain_scores_gemma":[0.9982723,0.0003213574,0.0002213235,0.00002706332,0.0007621659,0.0003957641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003910954,0.0002544155,0.7375669,0.0003459727,0.00003848345,0.003714286,0.1820437,0.000519272,0.004290665,0.00114401,0.006126054,0.06356516],"study_design_scores_gemma":[0.00001274586,0.0003530042,0.4905732,0.0001902504,0.00002369109,0.0003955971,0.4943478,0.0004549319,0.001068576,0.000169429,0.01237639,0.00003444579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922896,0.0002327857,0.0000767468,0.0009426826,0.000009714366,0.00006295704,0.0001247944,0.000004750663,0.006255883],"genre_scores_gemma":[0.9965042,0.0004371474,0.0003020173,0.0001579027,0.000003526921,0.00002843928,0.00007008781,0.00000232891,0.002494384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1098039,"threshold_uncertainty_score":0.2209011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1109554823927491,"score_gpt":0.3832958876419219,"score_spread":0.2723404052491727,"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."}}