{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005942145,0.0009722988,0.001146449,0.00236575,0.0004200147,0.001669513,0.0008239422,0.001859714,0.007499617],"category_scores_gemma":[0.0006433406,0.0003585443,0.0006231994,0.002353635,0.0006885382,0.002543307,0.001052619,0.002030039,0.002537654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006992496,"about_ca_system_score_gemma":0.00201733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00189177,"about_ca_topic_score_gemma":0.003439267,"domain_scores_codex":[0.9997508,0.00003373179,0.00002464845,0.00004507256,0.0001094535,0.00003629977],"domain_scores_gemma":[0.9996381,0.000148481,0.00005742058,0.00001195848,0.0001099412,0.00003398869],"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":[0.00006579296,0.0001072139,0.0003643942,0.03897794,0.0001105757,0.0004250371,0.000162007,0.001368037,0.005937106,0.02299584,0.04066189,0.8888242],"study_design_scores_gemma":[0.000004268845,0.00007097346,0.000537897,0.004816149,0.00004981373,0.0005115653,0.0001626186,0.0001129171,0.0006745621,0.003156293,0.9898864,0.00001657045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002619467,0.9951598,0.0002248424,0.001018635,0.0004656495,0.000005963008,0.00003758486,0.000008431834,0.002817124],"genre_scores_gemma":[0.000934654,0.997652,0.0001410928,0.0002466519,0.0001831461,0.000004754245,0.00002277739,0.000001358375,0.0008135731],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007499617,"threshold_uncertainty_score":0.02508867,"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."}}