{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124158,0.0007467185,0.0007017734,0.001013691,0.001313116,0.0009277301,0.001620479,0.0005110735,0.003068547],"category_scores_gemma":[0.004969719,0.0003536991,0.001629525,0.002588716,0.0003922766,0.0003816949,0.0008616672,0.0005928865,0.0003207716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006606599,"about_ca_system_score_gemma":0.01421022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823502,"about_ca_topic_score_gemma":0.9876691,"domain_scores_codex":[0.9985044,0.0002028293,0.00008833005,0.0002590086,0.0005160875,0.0004293954],"domain_scores_gemma":[0.9970739,0.000363101,0.0005125723,0.0001551676,0.001223044,0.0006722181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008966211,0.00006026453,0.9862139,0.000101706,0.0004134923,0.00005237721,0.0003615886,0.0002611705,0.0001903179,0.0001003988,0.003541849,0.007806311],"study_design_scores_gemma":[0.00001219087,0.00005962683,0.9981037,0.00001806349,0.0000787753,0.00001570362,0.0001815886,0.0003144576,0.00003189692,0.00001449759,0.001160761,0.000008633695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607765,0.003615161,0.0005343539,0.0006935014,0.0001174499,0.0001956238,0.027462,0.00006206765,0.006543374],"genre_scores_gemma":[0.9850802,0.001072506,0.0007127456,0.0001874153,0.00001623883,0.00009634075,0.009862136,0.00003350757,0.002938975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764977,"threshold_uncertainty_score":0.04793441,"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."}}