{"id":"W7034535647","doi":"","title":"Wildfire smoke spotlights need for better indoor air quality","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Smoke; Indoor air quality; Ventilation (architecture); Air quality index; 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":[0.0007126001,0.0002931455,0.0004539417,0.0003384086,0.001193756,0.001558297,0.0005444221,0.001569241,0.1566331],"category_scores_gemma":[0.002549834,0.0001861972,0.0005364796,0.0001922744,0.0003143894,0.0009227571,0.0007802225,0.001663395,0.02433184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005421519,"about_ca_system_score_gemma":0.0007487044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285748,"about_ca_topic_score_gemma":0.03782469,"domain_scores_codex":[0.9996025,0.00006074805,0.00001895336,0.00004656343,0.0001861619,0.0000851753],"domain_scores_gemma":[0.9985036,0.0002680925,0.00008773415,0.0000403483,0.0006378934,0.0004624551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003931074,0.0007577592,0.03383724,0.000420093,0.0000518925,0.0005442357,0.0004603104,0.0002203796,0.004185054,0.0008142682,0.5543243,0.4039913],"study_design_scores_gemma":[0.0002697712,0.001153442,0.3107279,0.001844894,0.0001858528,0.002026754,0.006684197,0.0008927094,0.004522454,0.004780346,0.6667953,0.000116383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1409585,0.01599074,0.008252614,0.178019,0.02173934,0.0003557483,0.003605441,0.004558285,0.6265202],"genre_scores_gemma":[0.5753475,0.01470118,0.01386185,0.0431822,0.007944626,0.000280816,0.00306755,0.001480344,0.3401339],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1566331,"threshold_uncertainty_score":0.5239898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00876043803467814,"score_gpt":0.2122461306709975,"score_spread":0.2034856926363193,"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."}}