{"id":"W7104255027","doi":"10.71781/1190","title":"Industrial air pollutant emissions and respiratory health effects in children","year":2020,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air pollutants; Air pollution; Lung disease; Urban environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007658719,0.0003063286,0.0003917748,0.0009444894,0.0003793782,0.0007454949,0.0004338763,0.0006810598,0.003702947],"category_scores_gemma":[0.001961447,0.0004238696,0.001157492,0.001203973,0.0003444635,0.0005843956,0.0006543202,0.0007397513,0.0005497652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000729657,"about_ca_system_score_gemma":0.001022467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03541912,"about_ca_topic_score_gemma":0.04072785,"domain_scores_codex":[0.9993423,0.0001517563,0.00006161784,0.0001195549,0.0001395396,0.0001853463],"domain_scores_gemma":[0.9989653,0.0001980123,0.0004977918,0.00005048989,0.0001354544,0.0001530315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000630451,0.00003158443,0.9976228,0.00008389015,0.00006410305,0.00009618558,0.0001396165,0.00003495778,0.000145447,0.0000381314,0.0001523148,0.001527927],"study_design_scores_gemma":[0.000003204443,0.00007467736,0.9988469,0.00003318734,0.00003614204,0.0001369914,0.0002801084,0.00002413924,0.00005267138,0.00001593541,0.0004934428,0.000002571407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860475,0.007796855,0.0001415723,0.0004978947,0.00005291165,0.00003236199,0.002423156,0.00001013741,0.002997525],"genre_scores_gemma":[0.9933345,0.004048273,0.0001854317,0.0001246806,0.00004355519,0.00003304125,0.0008259232,0.000005817452,0.001398677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03541912,"threshold_uncertainty_score":0.07042587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294082185899582,"score_gpt":0.2184109449733574,"score_spread":0.2054701231143615,"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."}}