{"id":"W4318820120","doi":"10.3390/su15032530","title":"Circular Economy and Cooperatives—An Exploratory Survey","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Développement du Porc du Québec; École de Technologie Supérieure; HEC Montréal","funders":"","keywords":"Circular economy; Transformative learning; Sustainability; Sharing economy; Consumption (sociology); Production (economics); Business; Exploratory research; Industrial organization; Relation (database); Downstream (manufacturing); Economic system; Marketing; Economy; Economics; Microeconomics; Sociology; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00365713,0.0002701822,0.0002848427,0.0004699613,0.0004028689,0.0005627162,0.0003172692,0.00007972786,0.0001736644],"category_scores_gemma":[0.001768033,0.0002792592,0.00005316692,0.001375755,0.0001901144,0.002438959,0.0006637824,0.0001578153,0.000163511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968909,"about_ca_system_score_gemma":0.000182876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074782,"about_ca_topic_score_gemma":0.0002831071,"domain_scores_codex":[0.9979618,0.0001515835,0.0003164654,0.0007259256,0.0001929252,0.0006513536],"domain_scores_gemma":[0.9977562,0.0001327603,0.0001033013,0.0006970378,0.001267047,0.00004362118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324407,0.000295787,0.8196251,0.003733787,0.00009637143,0.0002550535,0.001353532,0.001811386,0.00001426204,0.1495034,0.01506266,0.00811626],"study_design_scores_gemma":[0.0008607658,0.00003436284,0.6217774,0.000007758789,0.00003512171,6.798024e-7,0.03263845,0.01136519,0.000009038647,0.1523892,0.1801991,0.0006828374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907589,0.00006216905,0.0004260557,0.002486438,0.0001853408,0.001199536,0.000004263759,0.0006632154,0.004214069],"genre_scores_gemma":[0.997425,0.000004271524,0.00001354852,0.001089004,0.00031825,0.0001972973,0.0001553106,0.00004609735,0.0007511719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1978476,"threshold_uncertainty_score":0.999966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347460767564285,"score_gpt":0.253595466022437,"score_spread":0.2301208583467941,"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."}}