{"id":"W2097524996","doi":"10.1002/clen.200900042","title":"Development of French Indoor Air Quality Guidelines","year":2009,"lang":"en","type":"article","venue":"CLEAN - Soil Air Water","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Environmental health; Environmental epidemiology; International agency; Air quality index; Hazard; Business; Occupational safety and health; Population; Indoor air quality; Occupational exposure limit; Environmental protection; Environmental planning; Environmental science; Medicine; Occupational exposure; Geography; Environmental engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001103885,0.0001659386,0.0002529979,0.00003080802,0.0001619895,0.000007220702,0.0002595322,0.0001061787,0.001638503],"category_scores_gemma":[0.00007829736,0.0001153126,0.00006030201,0.00009494324,0.0001265153,0.000185273,0.0001334121,0.0001285821,0.00168551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544386,"about_ca_system_score_gemma":0.00004588451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000555567,"about_ca_topic_score_gemma":0.0006126213,"domain_scores_codex":[0.9979505,0.00008130851,0.0008017053,0.0002857071,0.0004003307,0.0004804415],"domain_scores_gemma":[0.9992433,0.00001972197,0.0001179796,0.0003219025,0.00002621573,0.0002708336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001666134,0.0009607403,0.05689725,0.0002218549,0.00004122664,0.00001315708,0.03211963,0.002355237,0.01754769,0.0002695493,0.2293917,0.6600153],"study_design_scores_gemma":[0.0004822824,0.0001210633,0.7646552,0.00003648084,0.000006136516,0.000002590386,0.0003514946,0.0001193297,0.09783694,0.0018501,0.1342346,0.0003038536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814382,0.00001170871,0.0003562528,0.009600309,0.00009611865,0.0001381878,0.000004113217,0.00005834153,0.008296752],"genre_scores_gemma":[0.9696867,0.00000498137,0.01331051,0.01457528,0.00007877436,0.000003481266,0.0000172553,0.0000102254,0.002312808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077579,"threshold_uncertainty_score":0.9992741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097375095972297,"score_gpt":0.352303718984447,"score_spread":0.261329968024724,"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."}}