{"id":"W4380877535","doi":"10.1051/e3sconf/202339601066","title":"Kindergarten physical setting guidelines: A review from indoor air quality perspectives","year":2023,"lang":"en","type":"review","venue":"E3S Web of Conferences","topic":"Noise Effects and Management","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Indoor air quality; Guideline; Ventilation (architecture); Environmental health; Air quality index; Medicine; Environmental science; Environmental engineering; Geography; Meteorology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002450243,0.0005592404,0.003784067,0.0001840766,0.0002691968,0.00001477424,0.0007205422,0.000303396,0.0008410105],"category_scores_gemma":[0.002259389,0.000374565,0.0007220224,0.0004716347,0.0001282777,0.00009006383,0.0005110573,0.000994639,0.0007942994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063322,"about_ca_system_score_gemma":0.00450104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448243,"about_ca_topic_score_gemma":0.0003063551,"domain_scores_codex":[0.9933465,0.002647698,0.002095891,0.0007629226,0.0006352002,0.0005117961],"domain_scores_gemma":[0.9928975,0.0035724,0.002068219,0.0007507359,0.0005747435,0.0001364693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006499315,0.00009910473,0.00004919474,0.2123002,0.0008008629,0.00000856612,0.001134587,9.387697e-8,6.079708e-7,0.01906092,0.09114356,0.6753958],"study_design_scores_gemma":[0.000180935,0.00003895917,0.00008545797,0.2026285,0.0008359315,1.200138e-7,0.002664627,0.000006683528,9.519497e-8,0.00072921,0.7925203,0.0003091286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000267933,0.9764423,0.00002144115,0.001916116,0.0007200125,0.003168415,0.0003133477,0.0002005351,0.01719101],"genre_scores_gemma":[0.0002611097,0.9944268,0.0001602074,0.0005561856,0.001399204,0.0008095918,0.0002305573,0.00006036311,0.002095906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7013767,"threshold_uncertainty_score":0.9999837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3364798413649722,"score_gpt":0.56862481213071,"score_spread":0.2321449707657379,"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."}}