{"id":"W2564820966","doi":"10.2495/dne-v12-n1-16-29","title":"Bioclimatism in architecture: An evolutionary perspective","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Perspective (graphical); Computer science; Engineering; Management science; Artificial intelligence; Geography","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":[0.0007577423,0.0003579826,0.0003120762,0.0008865327,0.001185185,0.002438103,0.0007967424,0.001282476,0.002132266],"category_scores_gemma":[0.001141849,0.0001793107,0.0003687821,0.0009052542,0.007623703,0.002401788,0.001381002,0.001236811,0.00020939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286169,"about_ca_system_score_gemma":0.0007164426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872211,"about_ca_topic_score_gemma":0.001911246,"domain_scores_codex":[0.9993984,0.0002905948,0.00002064181,0.0001186406,0.0001097198,0.00006207322],"domain_scores_gemma":[0.9995595,0.0001753211,0.00007391503,0.00005602583,0.00009155124,0.0000438171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006857271,0.000007748344,0.0006870986,0.00005678611,0.00001260764,0.00007638878,0.0007734439,0.007439907,0.0004453184,0.9771581,0.0002892268,0.01304653],"study_design_scores_gemma":[0.000007878676,0.00005128853,0.003218647,0.00009183034,0.00001512497,0.0002698246,0.0007495435,0.01656227,0.0003273767,0.9306288,0.0480517,0.0000257784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2454725,0.0480433,0.2744597,0.0264828,0.0006035441,0.00006084059,0.0001046121,0.0001029573,0.4046698],"genre_scores_gemma":[0.9635043,0.006841676,0.01839149,0.0003943136,0.0002314321,0.00002821034,0.00002484239,0.00002464093,0.01055921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002438103,"threshold_uncertainty_score":0.01658738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005381103167673497,"score_gpt":0.2228005962891075,"score_spread":0.217419493121434,"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."}}