{"id":"W2753134471","doi":"10.1007/s11869-017-0510-z","title":"Particulate matter intake fractions for vehicular emissions at elementary schools in Hamilton, Canada: an assessment of outdoor and indoor exposure","year":2017,"lang":"en","type":"article","venue":"Air Quality Atmosphere & Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Particulates; Environmental science; Environmental health; Environmental chemistry; Environmental engineering; Medicine; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002161414,0.0002380394,0.0005393537,0.000005900196,0.001264299,0.00003783375,0.0003113585,0.0001368242,0.001350441],"category_scores_gemma":[0.0001228226,0.0002256258,0.00006027717,0.00008087621,0.0001830662,0.0004466375,0.0001988845,0.0003660826,0.00001306181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442601,"about_ca_system_score_gemma":0.000861408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7774619,"about_ca_topic_score_gemma":0.9100582,"domain_scores_codex":[0.9967219,0.0004791563,0.001062236,0.000530287,0.0004864814,0.0007199612],"domain_scores_gemma":[0.9973628,0.00015907,0.0007914201,0.0008892683,0.00002795081,0.0007694867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007035008,0.0002439268,0.9759138,0.0002907781,0.00001848447,0.000003169265,0.001010217,0.0006606808,0.00006953128,0.0001434404,0.01598599,0.005589609],"study_design_scores_gemma":[0.001097183,0.0002980207,0.9711761,0.0001015593,0.00001228161,0.000003181488,0.001564107,0.001389277,0.0000896624,0.0003076852,0.02373258,0.0002283569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522056,0.00007352773,0.0004679766,0.04553057,0.0001359783,0.001121302,0.0001765396,0.00001771298,0.000270808],"genre_scores_gemma":[0.9731051,0.00007303982,0.01048404,0.01583322,0.00004193047,0.0001079868,0.00006144518,0.00002252137,0.0002707179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1325963,"threshold_uncertainty_score":0.9995624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04736302637499749,"score_gpt":0.3862203429942413,"score_spread":0.3388573166192438,"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."}}