{"id":"W2149962333","doi":"","title":"학교 교실의 실내 공기질 향상을 위한 설계 및 관리지침 개발에 관한 연구","year":2008,"lang":"ko","type":"article","venue":"대한건축학회 논문집 - 계획계","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indoor air quality; Engineering; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001653399,0.0004419764,0.0005756412,0.0001845584,0.004810675,0.0002023461,0.001141294,0.0002951192,0.002138013],"category_scores_gemma":[0.0008618477,0.0004137622,0.000318625,0.001657129,0.002945488,0.0007318259,0.0002215959,0.0004158084,0.0020065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002951408,"about_ca_system_score_gemma":0.001207773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006001642,"about_ca_topic_score_gemma":0.004359182,"domain_scores_codex":[0.995186,0.0004261874,0.0006923928,0.0009346841,0.001417339,0.001343394],"domain_scores_gemma":[0.9976441,0.0004746728,0.0003133767,0.0006554837,0.0004197762,0.0004925741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000305003,0.0007930306,0.3776473,0.00007901595,0.0001544825,0.00005271346,0.4200439,0.00002297997,0.0004409598,0.01541271,0.1772192,0.008103153],"study_design_scores_gemma":[0.0006200934,0.0002471649,0.6315912,0.0001198539,0.0001103932,0.00002339304,0.09517112,0.00005384651,0.0002225248,0.009185495,0.2615255,0.001129457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8206806,0.002892634,0.00004401094,0.03142345,0.007788373,0.0005891441,0.00004204953,0.0001980481,0.1363417],"genre_scores_gemma":[0.9333367,0.009767684,0.000337461,0.0009263073,0.00306703,0.00003856072,0.000009387004,0.00002986658,0.05248703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3248728,"threshold_uncertainty_score":0.9998314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688989333637694,"score_gpt":0.3640300753685584,"score_spread":0.2871401820321814,"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."}}