{"id":"W3113510752","doi":"10.1016/j.jth.2020.100972","title":"Perceptions of the environment moderate the effects of objectively-measured built environment attributes on active transport. An ACTI-Cités study","year":2020,"lang":"en","type":"article","venue":"Journal of Transport & Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Conservatoire National des Arts et Métiers; Institut National Du Cancer; Institut de Veille Sanitaire; Ministère de la Santé; CNIB; Institut National de la Recherche Agronomique; Fondation pour la Recherche Médicale; Institut National de la Santé et de la Recherche Médicale; Institut National de Prévention et d'Éducation pour la Santé","keywords":"Perception; Moderation; Psychology; Demographics; Environmental health; Built environment; Applied psychology; Affect (linguistics); Transport engineering; Medicine; Demography; Social psychology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001523102,0.0002487224,0.0007212504,0.00005826468,0.0006317634,0.000009678532,0.0007306676,0.0001041259,0.0001325764],"category_scores_gemma":[0.00003048954,0.0001525309,0.0004607907,0.0002565524,0.0004687168,0.000345878,0.000008046681,0.0006893762,0.000001367928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405474,"about_ca_system_score_gemma":0.000632205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724917,"about_ca_topic_score_gemma":0.001781219,"domain_scores_codex":[0.9960493,0.0007266949,0.001081477,0.0003228082,0.001444202,0.0003754812],"domain_scores_gemma":[0.9979433,0.0001840458,0.001060076,0.0003619356,0.00008491575,0.0003657096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001103115,0.003882969,0.8413478,0.0001961741,0.0002938327,0.00001581187,0.143068,0.002816354,0.003095154,0.00004531923,0.00001667035,0.004118823],"study_design_scores_gemma":[0.001125796,0.002166335,0.9821916,0.00008760467,0.000234476,4.805077e-7,0.01127326,0.0000116021,0.002405196,0.000106005,0.0002660655,0.0001316276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924688,0.0002325926,0.0007757024,0.004768873,0.000186656,0.001385758,0.0001118846,0.0000113992,0.00005829973],"genre_scores_gemma":[0.9989578,0.0004507387,0.0000696712,0.0003041445,0.0001455923,0.0000142069,0.000005240001,0.00002071085,0.00003190717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408437,"threshold_uncertainty_score":0.6220031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04299813606741985,"score_gpt":0.3094674767671955,"score_spread":0.2664693406997756,"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."}}