{"id":"W2997372598","doi":"10.1007/978-3-030-27419-1_23","title":"Active and Safe Routes to School","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ontario Ministry of Health and Long-Term Care; Ontario Neurotrauma Foundation","keywords":"SAFER; Variety (cybernetics); Intervention (counseling); Business; Transport engineering; Environmental planning; Public relations; Engineering; Medicine; Political science; Geography; Computer science; Computer security; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021945,0.0006634212,0.0002575488,0.0007609244,0.001562178,0.003607012,0.0006923259,0.001330982,0.06000895],"category_scores_gemma":[0.0004606992,0.0002742112,0.000234704,0.001228394,0.001319901,0.003498313,0.00151448,0.001880354,0.01923751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001508137,"about_ca_system_score_gemma":0.001897817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008611826,"about_ca_topic_score_gemma":0.03296576,"domain_scores_codex":[0.9998275,0.00004765846,0.000007821609,0.00002627371,0.00006360692,0.00002703312],"domain_scores_gemma":[0.9999065,0.00002650223,0.000008022725,0.000009974981,0.00003024423,0.00001876027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009023918,0.00004212618,0.0001432699,0.0001724108,0.000002582323,0.00005634589,0.003043572,0.0003171812,0.0001527677,0.6390091,0.2276128,0.1294389],"study_design_scores_gemma":[6.618457e-7,0.000004930736,0.0001726408,0.000144291,0.000001182706,0.00003303621,0.0005826906,0.00003762253,0.0000309186,0.02363509,0.9753549,0.00000202688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00055295,0.005265426,0.001854219,0.001284937,0.0006991577,0.00001748877,0.00009341261,0.00003432275,0.9901981],"genre_scores_gemma":[0.00869913,0.0076929,0.00099066,0.0003193923,0.0002242814,0.00002510536,0.00009781239,0.00004323395,0.9819075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06000895,"threshold_uncertainty_score":0.2007499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296207105801382,"score_gpt":0.2853357389857707,"score_spread":0.262373667927757,"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."}}