{"id":"W4320481472","doi":"10.1016/j.trac.2023.116984","title":"Current trends of unsustainable plastic production and micro(nano)plastic pollution","year":2023,"lang":"en","type":"article","venue":"TrAC Trends in Analytical Chemistry","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":512,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plastic pollution; Pollution; Environmental science; Sustainability; Production (economics); Sustainable development; Greenhouse gas; Natural resource economics; Environmental pollution; Environmental protection; Ecology; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002248582,0.0001989648,0.0002420195,0.0002168691,0.000070186,0.00001830561,0.0001196487,0.0001182799,0.001424868],"category_scores_gemma":[0.0004424244,0.0001917275,0.00006384678,0.001691313,0.0003112439,0.00008783953,0.0001039632,0.0002355265,0.00005811476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956604,"about_ca_system_score_gemma":0.00001813825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004721528,"about_ca_topic_score_gemma":0.00003859257,"domain_scores_codex":[0.9984047,0.00002376892,0.0003845375,0.0004617723,0.0002879726,0.0004372316],"domain_scores_gemma":[0.999412,0.0001456959,0.00009675285,0.0001869703,0.00001138903,0.0001472185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006159106,0.001652684,0.1009115,0.001077091,0.0001129909,0.0001106043,0.000663184,0.05972926,0.641587,0.0008044963,0.04948642,0.1432489],"study_design_scores_gemma":[0.001457366,0.0001645331,0.8517719,0.0003000276,0.0002437639,0.00006608753,0.0002088061,0.09658363,0.03999065,0.0006390628,0.007718944,0.0008552193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952828,0.00008108903,0.0002151307,0.0002064711,0.000240148,0.00003146903,0.00005479009,0.00005449561,0.00383361],"genre_scores_gemma":[0.9965321,0.00005750447,0.00005339492,0.000003043216,0.00006917217,0.000006084226,0.00005641402,0.00001347023,0.003208851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7508604,"threshold_uncertainty_score":0.9994879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01263583991784117,"score_gpt":0.2555333786119223,"score_spread":0.2428975386940811,"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."}}