{"id":"W7008743448","doi":"","title":"The chemical composition and toxicity of particulate matter from household cooking and heating with solid fuel","year":2016,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Mitacs; Tsinghua University; McGill University","keywords":"Particulates; Chemical composition; Combustion; Solid fuel; Pollution; Composition (language); Air pollution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001128963,0.000289331,0.0002463305,0.002833167,0.0002228103,0.0005166117,0.0002286034,0.0003293438,0.0007730397],"category_scores_gemma":[0.00237386,0.0001364098,0.0004790652,0.002305571,0.0002709879,0.00032395,0.0002532595,0.0001304797,0.000143124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003489068,"about_ca_system_score_gemma":0.0004556324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002526258,"about_ca_topic_score_gemma":0.005407888,"domain_scores_codex":[0.9995086,0.0001059649,0.00009445123,0.0001049117,0.0001605011,0.00002550849],"domain_scores_gemma":[0.9978709,0.0007377802,0.0008965596,0.00003822179,0.0004143979,0.00004207405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003915463,0.00008495077,0.9186027,0.004847042,0.000946926,0.0002764651,0.0005389569,0.0002791875,0.006889385,0.00008698066,0.0003225892,0.06673326],"study_design_scores_gemma":[0.00001385666,0.0005444418,0.9881588,0.0005214868,0.0009364084,0.0009074713,0.0006468255,0.0001860917,0.005766333,0.0001677249,0.002139405,0.00001113606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947107,0.04859385,0.0005343242,0.0002031385,0.00002865126,0.00007430616,0.001526417,0.000007247775,0.001925073],"genre_scores_gemma":[0.9805987,0.01768537,0.0006883999,0.0001187028,0.0000369064,0.00004304492,0.0005349867,0.000002165676,0.0002916819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002833167,"threshold_uncertainty_score":0.005970538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0197984124499221,"score_gpt":0.2533292511199184,"score_spread":0.2335308386699963,"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."}}