{"id":"W4407272107","doi":"10.1332/27528499y2025d000000047","title":"Everyday circularities: perspectives from the Global South","year":2025,"lang":"en","type":"article","venue":"Consumption and Society","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conversation; Scholarship; Context (archaeology); Sociology; Sustainability; Politics; Political science; Social science; Environmental ethics; Public relations; Geography; Law","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":[0.0001232368,0.00006377348,0.00007151589,9.068839e-7,0.0003647421,0.00007762806,0.00007615186,0.00006566759,0.0001514997],"category_scores_gemma":[0.00004054579,0.00002215828,0.0001059273,0.0001123067,0.0002383513,0.00004503609,0.00004517242,0.00007545477,0.000003476973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005979381,"about_ca_system_score_gemma":0.00001380021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001671182,"about_ca_topic_score_gemma":0.00004893016,"domain_scores_codex":[0.9995045,0.00006426657,0.00007666247,0.0001841913,0.00006972087,0.0001006732],"domain_scores_gemma":[0.999754,0.00009660114,0.00001945478,0.0000435747,0.00005456468,0.00003184192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004063118,0.0001538552,0.7698349,0.00003767575,0.0001965084,6.879808e-7,0.01848633,0.000002477922,0.002659774,0.04684962,0.01049036,0.1512472],"study_design_scores_gemma":[0.0001011597,0.000008854063,0.7839715,0.000007225567,0.00001193798,6.217837e-7,0.2013157,0.00004862158,0.00001337,0.003017569,0.01144681,0.00005665651],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926432,0.001778271,0.00002687312,0.004628816,0.0001098577,0.0001117024,0.00005272848,0.0000474552,0.0006010353],"genre_scores_gemma":[0.9984645,0.0002688109,0.000020671,0.0008258626,0.00006678772,0.000006352102,0.00001082142,1.479519e-7,0.0003360171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828293,"threshold_uncertainty_score":0.2805338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01460936181402192,"score_gpt":0.2395126280602345,"score_spread":0.2249032662462125,"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."}}