{"id":"W7015389312","doi":"","title":"Source apportionment of indoor and outdoor volatile organic compounds at homes in Edmonton, Canada","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Apportionment; Indoor air; Volatile organic compound; Indoor air quality; Smoke; Air pollution; Combustion","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":[0.0002790781,0.000378353,0.0002380834,0.001237112,0.001031539,0.0008246094,0.0006925007,0.0002050646,0.001258861],"category_scores_gemma":[0.0003567968,0.0002720703,0.0002734131,0.001568119,0.0003096758,0.0001752426,0.0005592067,0.0001798611,0.0001340755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090511,"about_ca_system_score_gemma":0.006772635,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9815555,"about_ca_topic_score_gemma":0.993889,"domain_scores_codex":[0.9995928,0.0000232298,0.00001361052,0.00009186408,0.0001772462,0.0001013021],"domain_scores_gemma":[0.9997051,0.00002392889,0.00004183836,0.00001078405,0.000171041,0.0000473011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001042184,0.00002947802,0.9762018,0.00006692451,0.00005714294,0.00049262,0.001703922,0.0004512813,0.003158158,0.0001416885,0.0009400138,0.01665278],"study_design_scores_gemma":[0.000002240136,0.000009510734,0.9970233,0.00001526703,0.00001323468,0.00006632112,0.001399189,0.0004304251,0.0002818264,0.00001392246,0.000738073,0.000006744699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996452,0.0004407864,0.0003542333,0.00005258288,0.000004908137,0.00002451765,0.001133526,0.00001493598,0.001522482],"genre_scores_gemma":[0.9949688,0.0004582809,0.0008496725,0.00004635987,0.000003435941,0.00001287808,0.001270746,0.000005887126,0.002383954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01844448,"threshold_uncertainty_score":0.07912254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927472754273579,"score_gpt":0.203383119496633,"score_spread":0.1841083919538972,"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."}}