{"id":"W4414498626","doi":"10.1016/j.cities.2025.106511","title":"Satisfaction in pedestrianized areas: What shapes positive and negative experiences?","year":2025,"lang":"en","type":"article","venue":"Cities","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; Polytechnique Montréal","funders":"Campbell Family Mental Health Research Institute; Natural Sciences and Engineering Research Council of Canada; Mitacs; Institut national de la recherche scientifique","keywords":"Cohabitation; Perception; Cluster (spacecraft); Position (finance); Variable (mathematics); Variables; Public opinion","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":[0.001131477,0.0002033911,0.0003222948,0.0009301711,0.0008104723,0.001744143,0.00026673,0.0004299366,0.00294443],"category_scores_gemma":[0.004438573,0.0001614936,0.0005001325,0.001031197,0.001141983,0.0006437218,0.001050387,0.0005949867,0.0002752311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231039,"about_ca_system_score_gemma":0.00077897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758482,"about_ca_topic_score_gemma":0.02793498,"domain_scores_codex":[0.9991202,0.0003084511,0.000047879,0.00008395976,0.0001843642,0.0002551632],"domain_scores_gemma":[0.9977195,0.0005021292,0.0006054259,0.00006151872,0.0004023375,0.000709103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000210604,0.0001124079,0.9566647,0.00009365358,0.00007644409,0.0001776382,0.02004102,0.00006983785,0.0003835496,0.0003362931,0.001204646,0.02062921],"study_design_scores_gemma":[0.0000044858,0.00009528812,0.9578945,0.00003784275,0.0000185417,0.0001074861,0.04021159,0.0001595143,0.00008147713,0.0001549564,0.001219863,0.00001436087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964942,0.0002121785,0.0001368881,0.0003092721,0.00001626617,0.00001335293,0.0001551947,0.000005740188,0.002656836],"genre_scores_gemma":[0.9994028,0.00009519465,0.00004801143,0.00006198316,0.000006149204,0.000008435439,0.00009707784,0.000002626592,0.0002776926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758482,"threshold_uncertainty_score":0.03496498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01588535301374636,"score_gpt":0.2988912154462255,"score_spread":0.2830058624324792,"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."}}