{"id":"W6958502279","doi":"10.6084/m9.figshare.29288412.v1","title":"Additional file 5 of Cycling infrastructure as a determinant of cycling for recreation and transportation in Montréal, Canada: a natural experiment using the longitudinal national population health survey","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; Queen's University; Université de Sherbrooke; McGill University; Public Health Agency of Canada; University of Ottawa","funders":"","keywords":"Cycling; Recreation; Population; Natural (archaeology); Population health","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001353704,0.001097601,0.001264265,0.001780582,0.003080248,0.001567862,0.003173843,0.001311753,0.4362971],"category_scores_gemma":[0.01531801,0.0008169537,0.001929463,0.004218105,0.0005020569,0.001219442,0.0009228751,0.00123805,0.01997649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006658216,"about_ca_system_score_gemma":0.01657059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9353849,"about_ca_topic_score_gemma":0.9432335,"domain_scores_codex":[0.9990705,0.0001981021,0.0000888256,0.0002007633,0.0001740827,0.0002676929],"domain_scores_gemma":[0.9907252,0.004224181,0.00070739,0.0007423313,0.002870767,0.0007300677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007631445,0.0007645796,0.1021066,0.001392678,0.0003415525,0.0001436883,0.0006898958,0.001527385,0.000123847,0.00146086,0.875883,0.01480271],"study_design_scores_gemma":[0.005805805,0.000599543,0.7567896,0.00175679,0.0008831592,0.0002242847,0.004096848,0.006940003,0.0005704933,0.002236735,0.2197676,0.0003292334],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007562325,0.00005341009,0.0003441005,0.0002017484,0.00004360511,0.0003628784,0.9894128,0.0001268861,0.001892279],"genre_scores_gemma":[0.1569793,0.0002775759,0.007536503,0.0007105542,0.0001307934,0.009063357,0.7853334,0.0003095873,0.03965884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4362971,"threshold_uncertainty_score":0.8040538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04119809300281188,"score_gpt":0.3429935707220305,"score_spread":0.3017954777192186,"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."}}