{"id":"W3154680115","doi":"","title":"Protecting building occupants from smoke during wildfire and prescribed burn events","year":2021,"lang":"en","type":"article","venue":"NPARC","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guideline; Smoke; ASHRAE 90.1; HVAC; Environmental science; Work (physics); Engineering; Environmental health; Environmental planning; Waste management; Air conditioning; Meteorology; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001103852,0.000111823,0.000147862,0.00003283624,0.0006420765,0.0002108769,0.00007251598,0.00003420625,0.001596687],"category_scores_gemma":[0.00008831605,0.0001073486,0.00004120827,0.00002782473,0.00005117031,0.0002023141,0.000107411,0.0001791838,0.000011546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002596455,"about_ca_system_score_gemma":0.0000273188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682835,"about_ca_topic_score_gemma":0.001370562,"domain_scores_codex":[0.9991345,0.00007540057,0.000167442,0.0002550448,0.000156479,0.0002111554],"domain_scores_gemma":[0.9996409,0.00003836295,0.0000596833,0.0001398814,0.00005615227,0.00006499488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001172557,0.0003507103,0.1603648,0.0002656417,0.0004862691,0.0002961718,0.04905511,0.000004609508,0.7464116,0.0250365,0.001265932,0.01634547],"study_design_scores_gemma":[0.003930697,0.0001461568,0.4917338,0.001176969,0.0001964555,0.00003136996,0.01058425,0.001021191,0.2559421,0.1476754,0.08599601,0.001565644],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890186,0.000102791,0.000005085914,0.0002366776,0.0002449749,0.0001273853,0.000026151,0.00004454887,0.01019378],"genre_scores_gemma":[0.9968303,0.00002230874,0.0001402201,0.00007387269,0.0003972632,0.00001470837,0.000005878864,0.00001514041,0.002500261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4904695,"threshold_uncertainty_score":0.999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.036950562945471,"score_gpt":0.2510609461494446,"score_spread":0.2141103832039736,"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."}}