{"id":"W4392192563","doi":"10.4324/9781003333975","title":"Sustainable Housing in a Circular Economy","year":2024,"lang":"en","type":"book","venue":"","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circular economy; Business; Economics; Ecology; Biology","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":[0.000324101,0.0003500541,0.0002472015,0.0004195217,0.001555422,0.003182045,0.0004488371,0.0008866269,0.01470055],"category_scores_gemma":[0.000464206,0.0001883273,0.0002735002,0.0008356901,0.00276493,0.002921038,0.001954935,0.001044313,0.003744631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001838553,"about_ca_system_score_gemma":0.001491921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061767,"about_ca_topic_score_gemma":0.005131308,"domain_scores_codex":[0.9997268,0.00007894502,0.00000720404,0.00002972085,0.0001210149,0.00003641885],"domain_scores_gemma":[0.9998962,0.00003263091,0.000007511266,0.00001616213,0.00003096783,0.00001655685],"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":[0.000003119447,0.000008056396,0.00008702311,0.0000542378,0.000001857718,0.00004096216,0.0004735,0.001001874,0.0001039098,0.9081444,0.063875,0.02620611],"study_design_scores_gemma":[0.000001354996,0.000007952231,0.0001499267,0.0000940901,0.000001149219,0.0000551007,0.0005912324,0.0006044755,0.0001025242,0.154299,0.8440895,0.000003613132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004511718,0.01116874,0.01305289,0.007567893,0.001256565,0.00004559788,0.00008933346,0.0001082898,0.9621989],"genre_scores_gemma":[0.1455503,0.01665411,0.01799628,0.002897568,0.0006990363,0.0001436543,0.0002248812,0.0001806657,0.8156535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01470055,"threshold_uncertainty_score":0.0491783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503626284952543,"score_gpt":0.2637353325993022,"score_spread":0.2386990697497767,"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."}}