{"id":"W4389286123","doi":"10.14710/pilars.1.3.2023.25-30","title":"Identifikasi dan Evaluasi Pengaruh Ventilasi Alami pada Ruang Kelas Terhadap Fenomena Sick Building Syndrome","year":2023,"lang":"en","type":"article","venue":"Jurnal Sipil dan Arsitektur","topic":"Sustainability, Governance, and Employment Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Sick building syndrome; Natural ventilation; Ventilation (architecture); Air conditioning; Architectural engineering; Environmental science; Indoor air quality; Meteorology; Engineering; Geography; Environmental engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002246827,0.0004135199,0.0005603526,0.0002707459,0.002524559,0.0004485494,0.0008643265,0.0001685668,0.0001469039],"category_scores_gemma":[0.001116769,0.0004139557,0.0003803604,0.001365981,0.0005267639,0.0007685925,0.0005011779,0.0004847869,0.0002014048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000525,"about_ca_system_score_gemma":0.000283587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107399,"about_ca_topic_score_gemma":0.001035863,"domain_scores_codex":[0.9950737,0.0004170724,0.000620455,0.0007828699,0.001720133,0.001385817],"domain_scores_gemma":[0.9979532,0.0004697221,0.0004510199,0.00049141,0.0002675487,0.0003670912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002517322,0.001006343,0.7686072,0.000607677,0.001110463,0.002349062,0.08429965,0.0006192717,0.004620153,0.03699356,0.07832722,0.02120769],"study_design_scores_gemma":[0.0008278314,0.0001699424,0.6447486,0.0001958335,0.000157356,0.00003090208,0.03415523,0.00007953108,0.0001775156,0.004358631,0.3143674,0.0007312676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804485,0.0005209153,0.00002943673,0.002985576,0.00223762,0.0005940174,0.00001441312,0.0004112864,0.01275825],"genre_scores_gemma":[0.9802124,0.0005241126,0.00006649533,0.0003183393,0.0007853974,0.00006005974,0.0000179596,0.0000570637,0.01795819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2360401,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003896381029358,"score_gpt":0.3180837239858617,"score_spread":0.2880447601755681,"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."}}