{"id":"W6902934771","doi":"10.1021/acs.est.5b01173.s001","title":"Indoor\\nand Outdoor Levels and Sources of Submicron\\nParticles (PM&lt;sub&gt;1&lt;/sub&gt;) at Homes in Edmonton, Canada","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoke; Biomass burning; Biomass (ecology); Tobacco smoke; Coal; Air pollution","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":[0.0001989832,0.0003680458,0.0002084456,0.0006513434,0.001315819,0.0009072782,0.0007034882,0.0002883979,0.002293477],"category_scores_gemma":[0.0003752402,0.0003522013,0.0002765023,0.00114778,0.0004550109,0.0002789911,0.0005436499,0.0003592647,0.0002692134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01162718,"about_ca_system_score_gemma":0.005897749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825256,"about_ca_topic_score_gemma":0.9919803,"domain_scores_codex":[0.9996087,0.00002057908,0.00001504039,0.0001346962,0.0001059324,0.0001151193],"domain_scores_gemma":[0.9996516,0.00002246586,0.00006490875,0.00001372642,0.0001482927,0.0000991055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001670743,0.00004824505,0.9840274,0.00006208508,0.00006491288,0.0002731718,0.001663184,0.0001916022,0.002385221,0.000166941,0.002168232,0.008781956],"study_design_scores_gemma":[0.000002448932,0.00001186121,0.9980589,0.00001809675,0.00001018007,0.00003828444,0.0009838885,0.0001167782,0.000150806,0.00001156049,0.0005914216,0.000005667349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955167,0.0004993354,0.0001388437,0.0000944286,0.000007369781,0.00001783085,0.001508784,0.00001153242,0.002205054],"genre_scores_gemma":[0.9942035,0.0004480288,0.0002565538,0.000082784,0.000004976286,0.00001255781,0.00102478,0.000005590066,0.003961238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01747441,"threshold_uncertainty_score":0.08436149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446883229912352,"score_gpt":0.2516490719826351,"score_spread":0.2069607489913999,"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."}}