{"id":"W2588122786","doi":"","title":"Sustainable Home Renovation for Canadians","year":2011,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Sustainable living; Climate change; Sustainable design; Environmental planning; Business; Engineering; Sustainability; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001275057,0.0005519139,0.0002280648,0.001125423,0.009992344,0.003207797,0.001676647,0.001001948,0.06237256],"category_scores_gemma":[0.001806273,0.0002969993,0.0007313658,0.002215753,0.0009492352,0.001009081,0.002617784,0.001229515,0.0048665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04039066,"about_ca_system_score_gemma":0.1407808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814399,"about_ca_topic_score_gemma":0.9955309,"domain_scores_codex":[0.9987394,0.00007547138,0.00002405502,0.00008164324,0.0006421003,0.000437389],"domain_scores_gemma":[0.9978021,0.00004140855,0.00003007567,0.0001090489,0.00145297,0.0005643839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005325381,0.0000532268,0.003175017,0.0002514334,0.00001246519,0.0003589776,0.001681299,0.001082634,0.001138946,0.04352068,0.7595389,0.1891332],"study_design_scores_gemma":[0.000004446201,0.000008614427,0.003246865,0.00005397544,0.000005256887,0.00005078372,0.0009128543,0.0001835199,0.0002473195,0.0005753112,0.9946956,0.00001548897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03472789,0.01019826,0.007853557,0.04759286,0.002476987,0.0004638332,0.01316688,0.002523256,0.8809966],"genre_scores_gemma":[0.116586,0.00968995,0.01923673,0.00376115,0.0001215626,0.0001820479,0.006436187,0.0006337959,0.8433526],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06237256,"threshold_uncertainty_score":0.2930561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988452129761376,"score_gpt":0.2216195121201576,"score_spread":0.2017349908225439,"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."}}