{"id":"W4323363638","doi":"10.1016/j.urbmob.2023.100048","title":"Who is living a local lifestyle? Towards a better understanding of the 15-minute-city and 30-minute-city concepts from a behavioural perspective in Montréal, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Urban Mobility","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Perspective (graphical); Gerontology; Sociology; Visual arts; Medicine; Art","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001880523,0.0004342112,0.0004021249,0.001496116,0.01336698,0.007348055,0.002281687,0.0009956724,0.004672548],"category_scores_gemma":[0.002499914,0.0002783073,0.000350219,0.004046669,0.01179867,0.003900584,0.002401973,0.002201599,0.0002716913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1101447,"about_ca_system_score_gemma":0.08203683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968623,"about_ca_topic_score_gemma":0.9977982,"domain_scores_codex":[0.9983426,0.0005059327,0.00003663378,0.000186286,0.0003392359,0.0005893476],"domain_scores_gemma":[0.9973745,0.0004559013,0.0002125714,0.00005753421,0.0008030864,0.001096253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005057718,0.0001371603,0.1244363,0.0003969627,0.00004116408,0.0008494518,0.6915113,0.0008865438,0.0007848611,0.07856608,0.03690492,0.06543467],"study_design_scores_gemma":[0.000004963962,0.00002507918,0.1695365,0.0006072905,0.00001981769,0.0001272497,0.7137293,0.0005757033,0.0001486639,0.002780756,0.1123476,0.00009704475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861809,0.0242171,0.004898911,0.1170362,0.0004666051,0.0002736425,0.001695224,0.00009699946,0.1651344],"genre_scores_gemma":[0.9792461,0.007675151,0.001063814,0.002600357,0.0000393445,0.00006936944,0.0002780056,0.00003211435,0.008995755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101447,"threshold_uncertainty_score":0.7991598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078242390009403,"score_gpt":0.2892245577083104,"score_spread":0.2484421338082164,"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."}}