{"id":"W615584142","doi":"","title":"Walking school buses in Christchurch - do they encourage or discourage independent mobility?","year":2008,"lang":"en","type":"article","venue":"World Transport Policy and Practice","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Poison control; Injury prevention; Suicide prevention; Human factors and ergonomics; Occupational safety and health; Independence (probability theory); Transport engineering; Traffic congestion; Level design; Variety (cybernetics); Gerontology; Environmental health; Business; Psychology; Engineering; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002462912,0.0002640994,0.0003702569,0.0002575318,0.0008491048,0.0000964289,0.0003880202,0.0001487442,0.0007203976],"category_scores_gemma":[0.0009351214,0.0002206356,0.0001066323,0.001029921,0.0005117257,0.002259727,0.00001893447,0.0006882742,0.00002017804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711552,"about_ca_system_score_gemma":0.001059971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07101794,"about_ca_topic_score_gemma":0.1920941,"domain_scores_codex":[0.9970348,0.0004534792,0.0005939351,0.0005865803,0.0006664069,0.0006648222],"domain_scores_gemma":[0.9976861,0.001290481,0.0002033443,0.000369838,0.00008470144,0.0003655759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001520306,0.0009547373,0.9123517,0.0001059921,0.00006145705,0.001029673,0.0707453,0.00002947013,0.00007688696,0.008818487,0.0001551903,0.004150826],"study_design_scores_gemma":[0.0009287826,0.0000520858,0.8412415,0.0000892266,0.00007139994,0.00002608398,0.005768757,0.000002744583,0.00002887246,0.002614091,0.1487324,0.0004440243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8739402,0.0007681732,0.0000448383,0.005502166,0.0001406604,0.0005505692,0.00003213147,0.0001082296,0.1189131],"genre_scores_gemma":[0.9907495,0.002178486,0.0003099497,0.0007685964,0.0004921123,0.00004237242,0.00001154107,0.00002232666,0.005425084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1485772,"threshold_uncertainty_score":0.9351682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04220905420307981,"score_gpt":0.3593997003140882,"score_spread":0.3171906461110084,"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."}}