{"id":"W2092665056","doi":"10.5539/ach.v4n1p65","title":"Design Fundamentals in the Hot and Humid Climate of Iran: The Case of Khoramshahr","year":2011,"lang":"en","type":"article","venue":"Asian Culture and History","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harmony (color); Architecture; Architectural engineering; Thermal comfort; Environmental science; Air conditioning; Dry climate; Climate change; Global warming; Building design; Tropical climate; Meteorology; Computer science; Civil engineering; Climatology; Environmental resource management; Geography; Engineering; Ecology; Geology; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077036,0.000385281,0.0001884688,0.0006157758,0.00337719,0.00215261,0.0008912435,0.001018024,0.002359593],"category_scores_gemma":[0.0007084865,0.0002427401,0.0003947807,0.0009563199,0.003287758,0.0009048881,0.0009543143,0.0008701162,0.0003444343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003928548,"about_ca_system_score_gemma":0.002150628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02296894,"about_ca_topic_score_gemma":0.03815425,"domain_scores_codex":[0.9991633,0.0004260354,0.00002294912,0.00005295979,0.0001720725,0.0001626676],"domain_scores_gemma":[0.9997452,0.00008209526,0.00003617523,0.00002448845,0.00006266067,0.00004929069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004367793,0.001041281,0.04683825,0.001202786,0.00007536272,0.04591015,0.1889317,0.06454848,0.01555621,0.4369804,0.02074256,0.177736],"study_design_scores_gemma":[0.0001170217,0.0008368489,0.08423264,0.0004995643,0.0001187348,0.01008573,0.3097292,0.04370105,0.00490334,0.04952086,0.4960964,0.0001586922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658489,0.002597915,0.007669583,0.002295844,0.0001473999,0.0001230368,0.00006766117,0.00004971971,0.1212],"genre_scores_gemma":[0.9888124,0.0009654842,0.004087665,0.00006553806,0.00002520838,0.00001677364,0.00001367611,0.000009683177,0.006003524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02296894,"threshold_uncertainty_score":0.04567051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09418289307668323,"score_gpt":0.2351477578012358,"score_spread":0.1409648647245526,"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."}}