{"id":"W4382788216","doi":"10.1007/978-981-99-2760-9_5","title":"Providing Sustainable Housing through Sustainability Transitions","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sustainability; Embeddedness; Business; Quality (philosophy); Transition management (governance); Scale (ratio); Environmental economics; Economic system; Process management; Economics; Sociology; Geography; Physics; Social science","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":[0.0005725616,0.0002936563,0.0001303106,0.0004060305,0.001256371,0.003049162,0.0005305262,0.001020757,0.0168997],"category_scores_gemma":[0.0006453573,0.000107661,0.0001947063,0.0005717714,0.003375292,0.003289582,0.002364478,0.001698343,0.002950881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069392,"about_ca_system_score_gemma":0.001699983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001817288,"about_ca_topic_score_gemma":0.005982691,"domain_scores_codex":[0.9996215,0.0001648133,0.000008812835,0.00004353383,0.0001171456,0.00004418853],"domain_scores_gemma":[0.9998479,0.00006579191,0.00001086283,0.00001642893,0.00003017547,0.00002888583],"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":[0.000003089398,0.00001583493,0.0001045937,0.0001036661,0.000001649584,0.00004560866,0.002596443,0.0005225828,0.0001540573,0.910724,0.04456956,0.04115898],"study_design_scores_gemma":[0.000001400321,0.000009352348,0.0001635551,0.0002604288,0.000001350727,0.0000604873,0.00163449,0.0003023407,0.0002166481,0.11205,0.8852959,0.000003975995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006340599,0.01500072,0.01843058,0.01899904,0.001595706,0.00005792511,0.0001065972,0.000156443,0.9393123],"genre_scores_gemma":[0.3399465,0.0366293,0.02434543,0.007982688,0.001315077,0.0002137024,0.0003086813,0.0003018422,0.5889567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0168997,"threshold_uncertainty_score":0.05653512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924750118751062,"score_gpt":0.2488957411807734,"score_spread":0.2196482399932628,"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."}}