{"id":"W4200092595","doi":"10.3390/su14010020","title":"Plastic Pollution, Waste Management Issues, and Circular Economy Opportunities in Rural Communities","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":324,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sanitation; Environmental planning; Business; Pollution; Plastic pollution; Nexus (standard); Circular economy; Agriculture; Rural area; Sustainable development; Natural resource economics; Sustainability; Work (physics); Economic growth; Environmental resource management; Geography; Environmental engineering; Environmental science; Engineering; Economics; Political science; Ecology","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":[0.0003240127,0.0001306908,0.0001487808,0.00004953948,0.0001594372,0.00005577629,0.0001013151,0.00004987672,0.0008060039],"category_scores_gemma":[0.0001027895,0.0001390153,0.00002817214,0.0001318402,0.0003440157,0.0001681424,0.000335109,0.0001161781,0.00001370687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006685029,"about_ca_system_score_gemma":0.00006057991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482358,"about_ca_topic_score_gemma":0.0005502352,"domain_scores_codex":[0.999054,0.0001538049,0.0002268003,0.0001548586,0.0001073293,0.0003032048],"domain_scores_gemma":[0.9994783,0.0000921854,0.00003975071,0.000269003,0.00003481516,0.0000859352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002057995,0.001014974,0.7589986,0.001988638,0.0001391577,0.0008854289,0.01212544,0.02496663,0.0004412208,0.1568842,0.005529936,0.03681995],"study_design_scores_gemma":[0.001435941,0.0001104485,0.6532561,0.00008867637,0.00006519723,0.00007789591,0.1480478,0.006926878,0.0004117804,0.09404248,0.09479333,0.0007433973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993273,0.0002549313,0.0007429673,0.00104861,0.00009689743,0.0001847554,0.0000180292,0.00002029902,0.004360578],"genre_scores_gemma":[0.9986503,0.0001401085,0.0001139135,0.0001123168,0.00001574203,0.00001876144,0.00002386608,0.000006963402,0.0009180882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359224,"threshold_uncertainty_score":0.8825178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135877721077156,"score_gpt":0.217662888137418,"score_spread":0.2063041109266464,"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."}}