{"id":"W3216319425","doi":"10.2495/sc210351","title":"INFLUENCING FACTORS ON COOLING DEMAND OF HIGH-RISE BUILDINGS IN HOT/HUMID CLIMATES: A REVIEW","year":2021,"lang":"en","type":"review","venue":"WIT transactions on ecology and the environment","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Qatar National Research Fund; Fonds National de la Recherche Luxembourg; Qatar Foundation","keywords":"Building envelope; Cooling load; Air conditioning; Environmental science; HVAC; Architectural engineering; Energy demand; Microclimate; Urban heat island; Work (physics); Civil engineering; Meteorology; Environmental economics; Engineering; Geography; Mechanical engineering; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.000283625,0.000290051,0.001059156,0.0001372322,0.0001007287,0.000007427328,0.0001199337,0.0002500296,0.0001065184],"category_scores_gemma":[0.000007883458,0.0002103134,0.0001804187,0.0001444384,0.0001080148,0.0000417896,0.000006862394,0.000477977,0.000003163105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001339457,"about_ca_system_score_gemma":0.00001643393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001146361,"about_ca_topic_score_gemma":0.00001069588,"domain_scores_codex":[0.9988235,0.000154077,0.0005029372,0.0002426754,0.00009178281,0.000185088],"domain_scores_gemma":[0.9992521,0.0003283909,0.0001216346,0.0002587147,0.000003702624,0.00003543469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001962993,0.00009076437,0.000008703526,0.006467366,0.0003258315,0.000004946556,0.000103298,0.9076405,5.004447e-7,0.0008475978,0.000006542784,0.08448438],"study_design_scores_gemma":[0.007274062,0.0009809706,0.0006930074,0.2188906,0.01267128,0.0001748842,0.0003084119,0.02110672,0.0004573465,0.0004835116,0.7330158,0.003943376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001426307,0.9879974,0.009872057,0.00001736072,0.0001657402,0.0004420602,0.00001677225,0.00003145259,0.00003088774],"genre_scores_gemma":[0.02304026,0.9764878,0.0001496913,0.00005149185,0.000008655204,0.0001780794,0.00002259596,0.00003498216,0.00002641517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8865337,"threshold_uncertainty_score":0.8576333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081499348944964,"score_gpt":0.2165654834398532,"score_spread":0.2057504899504036,"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."}}