{"id":"W2775579798","doi":"10.3390/su9122246","title":"Sustainable and Resource—Efficient Homes and Communities","year":2017,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Download; Natural resource; Population; Geography; Garbage; Sustainability; Business; Sociology; Political science; World Wide Web; Engineering; Ecology; Law; Computer science; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000926155,0.0003685494,0.0002719668,0.0005189736,0.003100465,0.004063369,0.0008617008,0.00125486,0.01147858],"category_scores_gemma":[0.001567783,0.00018601,0.0001688573,0.0007089663,0.00712558,0.004190283,0.004518155,0.001316907,0.002736418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183013,"about_ca_system_score_gemma":0.003373164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043478,"about_ca_topic_score_gemma":0.008656335,"domain_scores_codex":[0.9991577,0.0002836442,0.00002243456,0.00009745685,0.0002714044,0.000167426],"domain_scores_gemma":[0.9995151,0.00007040625,0.00005646424,0.000115348,0.0001066624,0.000136089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001221174,0.0000227306,0.0004311197,0.0001118369,0.000007866859,0.00007585558,0.001909322,0.000689513,0.0004954506,0.9109723,0.04233722,0.04293465],"study_design_scores_gemma":[0.000005148285,0.00002508168,0.0006659143,0.0001853293,0.000004714422,0.0001591722,0.002173536,0.0004365957,0.0005409758,0.2585748,0.7372144,0.00001433258],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04495839,0.01411384,0.058639,0.05691178,0.001741764,0.0001297569,0.0004491665,0.0005559281,0.8225003],"genre_scores_gemma":[0.7843669,0.01702416,0.04069054,0.006271982,0.001152738,0.0001953441,0.0004616944,0.0002660946,0.1495706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01147858,"threshold_uncertainty_score":0.03839964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009344070369303464,"score_gpt":0.2494532513842223,"score_spread":0.2401091810149188,"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."}}