{"id":"W4399609341","doi":"10.1016/j.healthplace.2024.103285","title":"A cross-cultural investigation of active transportation and community participation: Results from the WHO survey of Global Ageing and Adult Health","year":2024,"lang":"en","type":"article","venue":"Health & Place","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Variance (accounting); Geography; Community participation; China; Confirmatory factor analysis; Demographic economics; Social capital; Environmental health; Economic growth; Gerontology; Psychology; Political science; Socioeconomics; Business; Medicine; Economics; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002661405,0.00006700191,0.0001794748,0.000008446706,0.0006299157,0.00005780867,0.00007950694,0.00005064455,0.000004212525],"category_scores_gemma":[0.0003706321,0.00005103857,0.00001785233,0.0003168075,0.0005313794,0.0003889998,0.000005093011,0.0001920676,1.765915e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009616899,"about_ca_system_score_gemma":0.0005538131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6178204,"about_ca_topic_score_gemma":0.6997855,"domain_scores_codex":[0.9978954,0.001159877,0.0004345492,0.0001508674,0.0002075519,0.0001518117],"domain_scores_gemma":[0.9984835,0.000874319,0.0002301256,0.0001067948,0.0001935724,0.0001116713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736739,0.00001768199,0.8350046,0.0001734766,0.0000100619,2.654101e-7,0.158153,0.000007749944,0.000003979784,0.0004846619,0.0001614042,0.005809449],"study_design_scores_gemma":[0.0002618673,0.00006522881,0.9939301,0.0001838469,0.000006575484,3.240529e-8,0.004720792,0.0001209452,0.00002140455,0.0005699791,0.00007870723,0.0000404973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918617,0.0008772404,0.00004016844,0.005248456,0.00006950856,0.0002817172,0.001539299,0.00002372536,0.00005817514],"genre_scores_gemma":[0.9990755,0.00022414,0.00006733232,0.0002402546,0.00002735821,0.000004562852,0.0003464129,0.000002604777,0.00001180058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589256,"threshold_uncertainty_score":0.4844866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08545147843042528,"score_gpt":0.4173832662206705,"score_spread":0.3319317877902452,"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."}}