{"id":"W2059908091","doi":"10.5539/res.v1n2p12","title":"Environmental Education for Sustainable Architecture","year":2009,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Budapesti Műszaki és Gazdaságtudományi Egyetem","keywords":"Sustainability; Resource efficiency; Competence (human resources); Architectural engineering; Curriculum; Sustainable design; Environmental design; Architecture; Built environment; Knowledge management; Building design; Engineering ethics; Engineering management; Computer science; Engineering; Business; Sociology; Civil engineering; Management; Pedagogy; Ecology","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":[0.0001075587,0.00005906831,0.0001144787,0.00001940637,0.00003042526,0.000002461643,0.00004748037,0.000005427248,0.000003492743],"category_scores_gemma":[0.00002439233,0.00004969432,0.00003943885,0.00004276969,0.00001026827,0.00003656116,0.000009757286,0.00002325053,9.715588e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001758901,"about_ca_system_score_gemma":0.000003432554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.149565e-8,"about_ca_topic_score_gemma":2.189466e-8,"domain_scores_codex":[0.9997098,0.00001574616,0.0001172927,0.00005293118,0.00003384336,0.00007040688],"domain_scores_gemma":[0.9998542,0.00001025745,0.00002493203,0.00008277701,0.00001741251,0.0000103847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000582888,0.00009528467,0.0000190186,0.01543156,0.0001405319,0.000001928554,0.0002896427,0.0538507,0.0004872822,0.01588339,0.0671867,0.8466081],"study_design_scores_gemma":[0.000211801,0.0001626924,0.0007063355,0.005442993,0.0001396841,0.000007213346,0.0003878123,0.0004966394,0.000616323,0.001487231,0.9900357,0.0003055383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003666708,0.9479382,0.006175575,0.0003158457,0.0001346693,0.000456003,0.000003740981,0.000129101,0.04118014],"genre_scores_gemma":[0.455628,0.5344634,0.007030925,0.000851295,0.0001880219,0.00002514294,0.00003708428,0.00003012848,0.001746015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9228491,"threshold_uncertainty_score":0.2026476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008395536789957556,"score_gpt":0.2405832512973009,"score_spread":0.2321877145073434,"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."}}