{"id":"W3175018443","doi":"10.1039/d1ra00353d","title":"Ocean plastics: environmental implications and potential routes for mitigation – a perspective","year":2021,"lang":"en","type":"review","venue":"RSC Advances","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Discovery Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Economic Development, Job Creation and Trade; Agriculture and Agri-Food Canada; University of Guelph; Ministry of Agriculture, Food and Rural Affairs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs; Ministero dello Sviluppo Economico","keywords":"Perspective (graphical); Plastic pollution; Environmental science; Environmental planning; Environmental resource management; Natural resource economics; Oceanography; Microplastics; Computer science; Economics; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00006514771,0.0002569391,0.0004609102,0.00003721436,0.000229403,0.00005013554,0.0001166771,0.0001224028,0.0002455404],"category_scores_gemma":[0.00009167835,0.0002296982,0.0001504182,0.00008532824,0.0001917093,0.0001536556,0.0001150939,0.0001191593,0.00005183171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002886323,"about_ca_system_score_gemma":0.00003161046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008440826,"about_ca_topic_score_gemma":0.00001066196,"domain_scores_codex":[0.9988306,0.00004011545,0.0002686982,0.0005048234,0.0001287579,0.0002270041],"domain_scores_gemma":[0.9992642,0.0002788534,0.0002103157,0.0001471756,0.000006227742,0.00009326047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008163701,0.0001295942,0.0001006965,0.001016177,0.0001172119,0.00000517646,0.000176034,0.0004373326,0.00009598854,0.003746432,0.001365846,0.9928014],"study_design_scores_gemma":[0.0001371821,0.00005742114,0.00009852463,0.0005288882,0.0004140629,0.00006190096,0.0001294533,0.0001980254,0.000006574599,0.001460037,0.9966012,0.0003067463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005482816,0.9797471,0.01780577,0.00002995461,0.0002142036,0.0005241805,0.001353431,0.00001830912,0.0002522025],"genre_scores_gemma":[0.001097287,0.9949826,0.00307255,0.00001469773,0.0001494066,0.00003699374,0.0004092707,0.00002649935,0.0002106858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9952353,"threshold_uncertainty_score":0.9366821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073020563560688,"score_gpt":0.2665928006022455,"score_spread":0.2558625949666386,"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."}}