{"id":"W2057673645","doi":"10.2495/sc060371","title":"Life cycle guarantors of sustainability","year":2006,"lang":"en","type":"article","venue":"WIT transactions on ecology and the environment","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Seneca Polytechnic","funders":"","keywords":"Sustainability; Outreach; General partnership; Conversation; Business; Resource (disambiguation); Sustainable community; Public relations; Architectural engineering; Engineering; Sociology; Economic growth; Political science; Computer science; Economics; Finance","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":[0.004134318,0.0004170054,0.0004719397,0.001629791,0.002188663,0.005579452,0.0009040263,0.002121904,0.0442221],"category_scores_gemma":[0.01315558,0.0004676825,0.000517396,0.001183389,0.005353293,0.006691378,0.003618033,0.002413981,0.006998558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531983,"about_ca_system_score_gemma":0.003494959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296113,"about_ca_topic_score_gemma":0.002504523,"domain_scores_codex":[0.9975209,0.0005361757,0.000211653,0.0005665321,0.000583096,0.0005815793],"domain_scores_gemma":[0.9888081,0.002798226,0.001803066,0.002721321,0.002735141,0.001134116],"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":[0.00003909472,0.00002335751,0.001370062,0.0001062668,0.0000195561,0.0001147753,0.000366854,0.000712286,0.0005152156,0.9663765,0.009145184,0.02121089],"study_design_scores_gemma":[0.00002538416,0.00005880907,0.002451148,0.0001844546,0.00002294147,0.0001614903,0.0003679825,0.0008169154,0.001118036,0.7302469,0.2645161,0.00002984832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03599273,0.004705075,0.05941501,0.02018294,0.001073745,0.0002364726,0.001880935,0.0003736093,0.8761394],"genre_scores_gemma":[0.811548,0.00499075,0.008856905,0.00267301,0.001471307,0.000463343,0.0013862,0.0002971253,0.1683135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0442221,"threshold_uncertainty_score":0.1479376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002495674826375771,"score_gpt":0.1738965273560852,"score_spread":0.1714008525297095,"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."}}