{"id":"W2124655352","doi":"10.5539/jsd.v4n2p240","title":"Economics of Green Design and Environmental Sustainability","year":2011,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Noise Effects and Management","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Metropolitan area; Business; Sustainable design; Government (linguistics); Electricity; Mains electricity; Environmental economics; Natural resource economics; Environmental planning; Environmental design; Environmental resource management; Economics; Power (physics); Geography; Civil engineering; Engineering; 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":[0.002381932,0.0001264406,0.0003128874,0.0002037387,0.0002387331,0.000004297378,0.0001519658,0.00007401183,0.0001776088],"category_scores_gemma":[0.00007731591,0.0001032636,0.00004266965,0.00006370062,0.00007076908,0.0002226216,0.0002438016,0.0002214327,0.000003179359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008686264,"about_ca_system_score_gemma":0.0008317084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170798,"about_ca_topic_score_gemma":0.000003994332,"domain_scores_codex":[0.9983289,0.000230875,0.0007909677,0.0001234622,0.0001339183,0.0003919412],"domain_scores_gemma":[0.9987488,0.00014162,0.0006301999,0.0001354124,0.0002009791,0.0001430363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005608875,0.003009745,0.415919,0.01286483,0.001976341,0.002119003,0.3331776,0.0005547038,0.0007521112,0.08168366,0.01465321,0.127681],"study_design_scores_gemma":[0.00359733,0.001021426,0.5370557,0.0001676601,0.0001337439,0.0000244914,0.3372174,0.00008395279,0.002372678,0.02271176,0.09515169,0.000462213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930952,0.0002178666,0.004304969,0.0001959552,0.0001315465,0.0009590365,6.651974e-7,0.000005955986,0.00108879],"genre_scores_gemma":[0.9825386,0.0001439988,0.01115991,0.0001214111,0.00004253787,0.00002700714,9.172785e-7,0.0000154758,0.005950125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272188,"threshold_uncertainty_score":0.4210969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273616180247887,"score_gpt":0.2870527162253562,"score_spread":0.2543165544228773,"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."}}