{"id":"W2906531321","doi":"10.1007/bf03405399","title":"By Your Own Two Feet","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Statistics Canada; Public Health Agency of Canada","funders":"Health Canada","keywords":"Cycling; Marital status; Logistic regression; Physical activity; Work (physics); Gerontology; Geography; Demography; Psychology; Environmental health; Medicine; Physical medicine and rehabilitation; Population; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.009186269,0.00007360477,0.0001930981,0.0002417229,0.0006192835,0.0001664726,0.0004092334,0.00006505134,0.0008157546],"category_scores_gemma":[0.0003745158,0.0000677843,0.00007503106,0.0004648723,0.0002384309,0.000536477,0.000002300331,0.0002887314,0.000009712304],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008946867,"about_ca_system_score_gemma":0.01707918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3334597,"about_ca_topic_score_gemma":0.8815492,"domain_scores_codex":[0.9979352,0.0001651495,0.0005025022,0.0001053739,0.0003344071,0.0009573456],"domain_scores_gemma":[0.9950277,0.00005627944,0.0002980122,0.0001089,0.0002600099,0.004249158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002102885,0.00002627607,0.8280092,0.000008363612,0.00001318713,0.00005112712,0.01040935,2.195585e-7,0.000003279592,0.003659713,0.07271662,0.08510049],"study_design_scores_gemma":[0.0002179785,0.00004124553,0.1619108,0.00001044168,0.000002198581,0.000003173312,0.003899856,3.755733e-7,0.00000277277,0.000510724,0.8333285,0.00007185966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095179,0.002135746,0.002229395,0.06180269,0.00112718,0.0001247162,0.00003515798,0.00001371037,0.02301347],"genre_scores_gemma":[0.9954849,0.0000304998,0.0002100956,0.002610995,0.0006494018,2.222135e-7,0.000004545843,0.000007372092,0.001002005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7606119,"threshold_uncertainty_score":0.9884931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08382927247764509,"score_gpt":0.3730036481864655,"score_spread":0.2891743757088204,"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."}}