{"id":"W2509858812","doi":"10.3934/publichealth.2016.4.663","title":"The Influence of Weather Variation, Urban Design and Built Environment on Objectively Measured Sedentary Behaviour in Children","year":2016,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Saskatchewan Health; University of Saskatchewan; University of Regina","funders":"","keywords":"Variation (astronomy); Environmental science; Sedentary behavior; Urban design; Climatology; Meteorology; Geography; Physical activity; Physical medicine and rehabilitation; Medicine; Geology; Architecture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011841,0.0001328746,0.0002544445,0.00008159754,0.00009858314,0.00001375599,0.0001164049,0.00005819972,0.00001262853],"category_scores_gemma":[0.0001696821,0.00007834975,0.0000327295,0.0001116755,0.0001244527,0.0001674082,0.00005658155,0.0001618406,0.00001355354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988969,"about_ca_system_score_gemma":0.0002745616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459736,"about_ca_topic_score_gemma":0.00006354677,"domain_scores_codex":[0.9983323,0.0003628567,0.0002760644,0.0002862961,0.0004116602,0.0003308068],"domain_scores_gemma":[0.9989715,0.0002731746,0.0001560872,0.0003381296,0.000045787,0.000215319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003595393,0.001890814,0.9904687,0.000009834488,0.00004001025,7.654475e-7,0.0004786759,0.000006190782,0.000650376,0.0005312092,0.000220973,0.005666507],"study_design_scores_gemma":[0.001092308,0.000707419,0.9970294,0.00005509129,0.00001070659,0.000005253954,0.00001920737,0.00001061741,0.0002616856,0.0005806272,0.000151641,0.00007610114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878658,0.00007998795,0.00029571,0.01085538,0.00002004617,0.0008155247,0.00001170101,0.00002058566,0.00003523433],"genre_scores_gemma":[0.9988094,0.0001237019,0.0001504452,0.0007062672,0.00005304033,0.00004050866,0.000002662642,0.00001793279,0.0000960277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094359,"threshold_uncertainty_score":0.319501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196895445538162,"score_gpt":0.2620000019870915,"score_spread":0.2400310475317099,"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."}}