{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001671152,0.00006247291,0.0001148196,0.00006801742,0.000248642,0.0001967158,0.00006272207,0.00003736951,0.0001739468],"category_scores_gemma":[0.00009610048,0.00005962391,0.00002089963,0.0002265175,0.0004324379,0.001016558,0.00001131991,0.00006539634,0.000001251277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005981626,"about_ca_system_score_gemma":0.000105519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007790766,"about_ca_topic_score_gemma":0.02716649,"domain_scores_codex":[0.9993926,0.00008648013,0.0001188628,0.0001613054,0.0001054426,0.0001353445],"domain_scores_gemma":[0.9996815,0.0001771174,0.00003307495,0.00003935707,0.00003920699,0.00002979372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004613568,0.00001456283,0.7666479,0.00001202158,0.000008486162,0.000004522174,0.2095909,4.238916e-7,0.0000244672,0.004802682,0.00004397436,0.0188039],"study_design_scores_gemma":[0.0001696745,0.000006704724,0.6345187,0.00007625015,0.000004139517,3.994188e-8,0.3552365,0.000005168018,0.0002229949,0.00958604,0.0001207318,0.00005301085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871018,0.0009861869,0.00002718874,0.0006362695,0.0002002622,0.0001625231,0.000002532897,0.00003083568,0.01085239],"genre_scores_gemma":[0.9986892,0.0003177727,0.00003042151,0.0001227757,0.0000352925,0.00003464735,0.000001454411,0.00000177749,0.0007666815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1456456,"threshold_uncertainty_score":0.9988164,"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."}}