{"id":"W4414299561","doi":"10.1016/j.indenv.2025.100123","title":"Advancing indoor environmental quality in African countries: A call to action for awareness, research, and policy","year":2025,"lang":"en","type":"article","venue":"Indoor Environments","topic":"Noise Effects and Management","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Indoor air quality; Environmental quality; Work (physics); Sustainable development; Air quality index; Thermal comfort; Call to action; Sustainability; Compromise","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":[0.05094064,0.001606341,0.00295567,0.003023429,0.008167709,0.0151728,0.004087082,0.01995664,0.0137919],"category_scores_gemma":[0.05162966,0.0008378293,0.002535207,0.004690839,0.01561023,0.0265226,0.02366861,0.02105849,0.002126949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008261184,"about_ca_system_score_gemma":0.09867541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0162148,"about_ca_topic_score_gemma":0.01403373,"domain_scores_codex":[0.9691593,0.01939325,0.001203894,0.001280255,0.003126761,0.005836495],"domain_scores_gemma":[0.9074767,0.05371501,0.006872542,0.003672622,0.01141687,0.01684622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002372421,0.0005667784,0.01071701,0.01671496,0.0003045636,0.001506791,0.02989418,0.001016302,0.002170654,0.1643602,0.4162641,0.3562472],"study_design_scores_gemma":[0.00009028118,0.0002190031,0.008623313,0.02312711,0.0002003874,0.0004772423,0.05558433,0.0004052594,0.0008213907,0.09306127,0.8172359,0.0001544795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002690298,0.08072709,0.00165234,0.9055659,0.005401334,0.00007366861,0.0001902955,0.00006616004,0.003632866],"genre_scores_gemma":[0.163564,0.2755653,0.03194498,0.5113236,0.01160289,0.001001587,0.0005249432,0.0001497915,0.004322962],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05094064,"threshold_uncertainty_score":0.2694031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07876356544511841,"score_gpt":0.4996364483706802,"score_spread":0.4208728829255618,"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."}}