{"id":"W3136710419","doi":"10.5539/jsd.v14n3p1","title":"Sustainable-Eco-Buildings Assessment Method SEBAM for Evaluation of Residential Areas in Hot-Dry Climate","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neighbourhood (mathematics); Environmental planning; Sustainable development; Residential area; Environmental resource management; Business; Geography; Environmental science; Civil engineering; Ecology; Engineering; Mathematics","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":[0.001247396,0.0006686638,0.0003510344,0.005169982,0.0005796838,0.001547982,0.0004027725,0.0004168726,0.007531674],"category_scores_gemma":[0.001777577,0.0002569545,0.0005740189,0.003586575,0.0002938129,0.0009892714,0.00107426,0.0002715015,0.001468441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007830869,"about_ca_system_score_gemma":0.0009396533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003320666,"about_ca_topic_score_gemma":0.01278638,"domain_scores_codex":[0.998484,0.0003935453,0.000113329,0.00008890341,0.0008390178,0.0000813029],"domain_scores_gemma":[0.9991183,0.0001881091,0.00009973093,0.0000512376,0.0005000057,0.00004270541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005167399,0.0004738312,0.3101163,0.002825564,0.0003112565,0.0008560845,0.006003456,0.02860551,0.03324334,0.02778067,0.01858717,0.5706801],"study_design_scores_gemma":[0.0000759274,0.001190159,0.5951926,0.0009433376,0.0002974062,0.001638615,0.03672413,0.1561173,0.03762611,0.0132698,0.1566361,0.0002885626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5665846,0.001571438,0.2119477,0.0004127381,0.0001482857,0.002053364,0.008517653,0.001381966,0.2073824],"genre_scores_gemma":[0.8545884,0.0006145529,0.1247982,0.00005159967,0.00001216175,0.001172448,0.00252768,0.00007364307,0.01616126],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.007531674,"threshold_uncertainty_score":0.02519596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741755061319774,"score_gpt":0.3189084464632084,"score_spread":0.3014908958500107,"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."}}