{"id":"W7113899173","doi":"10.1017/9781009249492?locatt=mode:legacy","title":"The circular economy and liveable cities","year":2025,"lang":"en","type":"article","venue":"","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Circular economy; Transformative learning; Sustainable development; Perspective (graphical); Renewable energy; Sustainability; Implementation","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":[0.0002504715,0.000582987,0.0002777607,0.0006414045,0.002648622,0.004890041,0.0007211331,0.001986461,0.01514621],"category_scores_gemma":[0.0005971788,0.000331978,0.0004430847,0.0009887137,0.003669258,0.003674244,0.002626671,0.003090037,0.004370376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002444638,"about_ca_system_score_gemma":0.002457227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00502282,"about_ca_topic_score_gemma":0.01081251,"domain_scores_codex":[0.9996986,0.0001067218,0.00001030787,0.00004213897,0.00008901819,0.00005322184],"domain_scores_gemma":[0.9998065,0.0000705988,0.00001805283,0.00002162439,0.0000400742,0.00004331931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000496121,0.00002165397,0.0001537647,0.0001056151,0.000003543011,0.0001664321,0.002157378,0.0006141381,0.0001344441,0.6889566,0.2786411,0.02904037],"study_design_scores_gemma":[0.000001962822,0.000007599829,0.0001570428,0.0001680034,0.000001574151,0.0001414779,0.001029288,0.0003063226,0.00008095922,0.06961942,0.9284812,0.000005300215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002783549,0.03118055,0.01574322,0.02099095,0.002318512,0.000120541,0.0001545627,0.0002252108,0.9264829],"genre_scores_gemma":[0.07819491,0.03270148,0.01688462,0.008465192,0.001049616,0.0002628812,0.0002940962,0.0003247173,0.8618224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01514621,"threshold_uncertainty_score":0.05066907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005257858027347308,"score_gpt":0.1836210717477031,"score_spread":0.1783632137203559,"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."}}