{"id":"W4411375245","doi":"10.18280/ijsdp.200501","title":"Enhancing Thermal Comfort in High-Rise Condominiums Through Passive Design Strategies in Lagos, Nigeria","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Seismic and Structural Analysis of Tall Buildings","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Covenant University","keywords":"Thermal comfort; Architectural engineering; Environmental planning; Business; Environmental science; Environmental resource management; Civil engineering; Geography; Engineering; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003174822,0.0001274928,0.0002449178,0.0004402459,0.00004029031,0.0001229921,0.000197844,0.00005886597,0.00001552165],"category_scores_gemma":[0.00004748218,0.00011248,0.00002965933,0.0001664364,0.00002121761,0.0005756887,0.00004292283,0.0002142589,3.483047e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002326333,"about_ca_system_score_gemma":0.0001735966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006659103,"about_ca_topic_score_gemma":0.00001086016,"domain_scores_codex":[0.9989923,0.00002335321,0.0005087001,0.00008910425,0.0001787227,0.0002078147],"domain_scores_gemma":[0.9995572,0.0001308956,0.000105614,0.00003022119,0.0001506042,0.00002547118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005503006,0.00003295399,0.03239962,0.0001402192,0.0007142472,0.004716106,0.02428253,0.9176532,0.004868181,0.007215001,0.0006798521,0.006747786],"study_design_scores_gemma":[0.01090031,0.0001329971,0.2410626,0.003603145,0.00009255925,0.0001987872,0.5567309,0.02557163,0.1092232,0.03749081,0.01340966,0.001583349],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819664,0.000853466,0.01599931,0.000128151,0.0002837087,0.00006720162,3.582781e-7,0.00001085631,0.0006905217],"genre_scores_gemma":[0.9940602,0.0000699049,0.005558201,0.00007115517,0.00004628569,0.000004364008,0.000003608143,0.000006204224,0.0001801358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8920816,"threshold_uncertainty_score":0.45868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007715039921020022,"score_gpt":0.2387766749067966,"score_spread":0.2310616349857766,"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."}}