{"id":"W4415639121","doi":"10.21834/e-bpj.v10i33.7261","title":"Effects of Housing Design on Indoor Environmental Quality and Residents' Health in Nigeria","year":2025,"lang":"","type":"article","venue":"Environment-Behaviour Proceedings Journal","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College","funders":"","keywords":"Indoor air quality; Psychological intervention; Environmental quality; Ventilation (architecture); Quality (philosophy); Architectural design; Environmental design; Sustainable design; Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003289124,0.0001387145,0.0001579927,0.0001692459,0.0004651967,0.00048457,0.0001212851,0.0001856977,0.0008669734],"category_scores_gemma":[0.0008294766,0.0001474001,0.0001995991,0.0002716437,0.000387742,0.0002201206,0.0003690439,0.0001853446,0.00006571427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734173,"about_ca_system_score_gemma":0.0003847895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116655,"about_ca_topic_score_gemma":0.03976214,"domain_scores_codex":[0.9997239,0.0001172501,0.00002796422,0.00002946015,0.00005169136,0.00004969669],"domain_scores_gemma":[0.9995709,0.0001155727,0.0001845506,0.00002212096,0.0000405458,0.00006625448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002670015,0.0002195609,0.9863994,0.00006763136,0.00005213303,0.0002044356,0.001268074,0.0002034854,0.001429079,0.00009334116,0.00007582585,0.009720081],"study_design_scores_gemma":[0.00000296733,0.0003801275,0.9967392,0.00002666968,0.00002285348,0.000110365,0.002085352,0.000105651,0.0002205738,0.00003894299,0.0002635265,0.000003772658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994901,0.0001747016,0.00003351811,0.00002133381,0.000002632891,0.000003008385,0.00001807764,4.76218e-7,0.0002560391],"genre_scores_gemma":[0.9997223,0.00009786435,0.00006534901,0.000006244391,0.000001168273,0.000001862048,0.00001075715,3.214188e-7,0.000093984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116655,"threshold_uncertainty_score":0.02220309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540242840354437,"score_gpt":0.2698944400226083,"score_spread":0.2544920116190639,"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."}}