{"id":"W4283803721","doi":"10.1177/0169796x221106013","title":"Sustainable Manufacturing and Environmental Pollution Programme (SMEP): A Circular Economy Experiment in the Global South","year":2022,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Circular economy; Commonwealth; General partnership; Sustainable development; Economic growth; Business; Environmental pollution; Sustainability; Environmental planning; Economics; Economy; Political science; Environmental protection; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141681,0.0001544329,0.0001840549,0.0001771763,0.0005319763,0.0003963613,0.0003276339,0.0000278358,0.00004591271],"category_scores_gemma":[0.00002429846,0.0001319083,0.00009544005,0.0002264809,0.00007147308,0.0006816176,0.0005044934,0.0002198296,0.000001442526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240655,"about_ca_system_score_gemma":0.00008034799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000763187,"about_ca_topic_score_gemma":0.000001311334,"domain_scores_codex":[0.9986193,0.0000473617,0.0003641319,0.0001575813,0.0003883253,0.0004233023],"domain_scores_gemma":[0.9994568,0.00001804193,0.0003753059,0.0001095017,0.00002944089,0.00001092649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007584781,0.00149447,0.387968,0.007782126,0.001815274,0.004443448,0.1216645,0.03114365,0.0001255246,0.3691797,0.04213075,0.03149408],"study_design_scores_gemma":[0.001065528,0.00003996014,0.02046717,0.00002430159,0.00004615111,0.00005766275,0.7158718,0.0002154846,0.00003603606,0.03801421,0.2238918,0.0002699726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874129,0.001191181,0.0007367287,0.008788859,0.0001760903,0.0005257493,0.00000100965,0.00002104093,0.001146431],"genre_scores_gemma":[0.9964608,0.00001639545,0.0004430305,0.002609588,0.000239101,0.00005596548,0.000004931295,0.00001269133,0.000157481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5942072,"threshold_uncertainty_score":0.5379062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057625045788873,"score_gpt":0.202807261461058,"score_spread":0.1922310110031693,"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."}}