{"id":"W4229364341","doi":"10.54175/hsustain1020006","title":"Uncovering the Holistic Pathways to Circular Cities—The Case of Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Highlights of Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; University College London","keywords":"Circular economy; Scope (computer science); Sustainability; Perspective (graphical); Regional science; Geography; Sociology; Environmental planning; Economic geography; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451822,0.0002567504,0.0003477573,0.0002078239,0.0009854671,0.00008799961,0.0009698313,0.00002802604,0.0003679729],"category_scores_gemma":[0.001001153,0.0001785217,0.0001395735,0.001322878,0.0002051437,0.0002766814,0.00164524,0.0002143867,0.000002070673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001333685,"about_ca_system_score_gemma":0.0006815226,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9159725,"about_ca_topic_score_gemma":0.3780425,"domain_scores_codex":[0.9976516,0.0001088448,0.0005930164,0.000430773,0.0006458681,0.0005699324],"domain_scores_gemma":[0.9971243,0.0004875831,0.0003633901,0.001228531,0.0007681876,0.00002806527],"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":[0.0002559206,0.0003634063,0.00827486,0.005193122,0.0002294446,0.002977742,0.004086179,0.1593178,0.00003836204,0.7827949,0.0345909,0.001877406],"study_design_scores_gemma":[0.0005818662,0.00005422614,0.008368276,0.00001533112,0.0001986768,0.0000447177,0.1647803,0.001786572,0.0001164042,0.06380301,0.7597588,0.0004918465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785069,0.00007336992,0.0001866258,0.01595024,0.00048616,0.001772739,0.00001736871,0.00003284241,0.002973719],"genre_scores_gemma":[0.9973179,8.148101e-7,0.00001114285,0.001426678,0.0001856288,0.0003064114,0.00001160396,0.000030953,0.0007089075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7251679,"threshold_uncertainty_score":0.7579516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01126586504161264,"score_gpt":0.206306834281278,"score_spread":0.1950409692396654,"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."}}