{"id":"W2062857997","doi":"10.3390/ijerph110202108","title":"Effects of Age, Season, Gender and Urban-Rural Status on Time-Activity: Canadian Human Activity Pattern Survey 2 (CHAPS 2)","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":339,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Statistics Canada; Providence Health Care; Health Canada","funders":"Health Canada","keywords":"Rurality; Environmental health; Demography; Population; Geography; Medicine; Rural area","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00410279,0.000134904,0.0002598666,0.0002450446,0.0003005747,0.00008530771,0.0002574034,0.00007742825,0.0004886203],"category_scores_gemma":[0.0004234934,0.000120202,0.00003615056,0.00009137493,0.000455195,0.0003982204,0.0001668679,0.0005483975,0.00003165059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001130402,"about_ca_system_score_gemma":0.0001973701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08469146,"about_ca_topic_score_gemma":0.01886421,"domain_scores_codex":[0.9962872,0.001202904,0.0003095276,0.0002039828,0.001283623,0.0007127602],"domain_scores_gemma":[0.997193,0.0006783049,0.0002593173,0.0001233906,0.00002625557,0.001719692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002460926,0.001047514,0.6373658,0.00008992178,0.00009170491,0.00004293626,0.00143782,0.000007963209,0.003167323,0.0001184775,0.004987313,0.3513972],"study_design_scores_gemma":[0.0007364029,0.00133975,0.9888811,0.00003651407,0.000001444358,0.00001783167,0.00006632725,0.0001813932,0.0001556903,0.000193242,0.00830118,0.00008919428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950513,0.0001023331,0.0001730602,0.003535866,0.00008632943,0.0002049855,0.0001144116,0.000002806955,0.0007289366],"genre_scores_gemma":[0.9980778,0.0005127481,0.00003138963,0.001136646,0.000100779,0.00000267252,0.00001601746,0.00001345799,0.0001084577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515152,"threshold_uncertainty_score":0.9990389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003546370885463,"score_gpt":0.3891044557619016,"score_spread":0.2887498186733553,"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."}}