{"id":"W3172431875","doi":"10.3389/fmars.2021.666482","title":"Remote, but Not Isolated—Microplastics in the Sub-surface Waters of the Canadian Arctic Archipelago","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Exeter; British Antarctic Survey; Natural Environment Research Council; Sight Research UK","keywords":"Microplastics; Environmental science; Arctic; Oceanography; Archipelago; Plastic pollution; Pollution; Inlet; Ecology; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002514894,0.0004607137,0.0003741987,0.002111539,0.003011974,0.001308649,0.0005230351,0.000364681,0.0008017943],"category_scores_gemma":[0.0005068149,0.0002602088,0.0004088203,0.002849151,0.0008340172,0.0004003391,0.0007506101,0.0003207631,0.0001587217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007288063,"about_ca_system_score_gemma":0.008585932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850219,"about_ca_topic_score_gemma":0.9927875,"domain_scores_codex":[0.9995826,0.0000113363,0.00001577421,0.0001146902,0.0001634902,0.0001121404],"domain_scores_gemma":[0.9995365,0.00002325267,0.0000619726,0.00001333445,0.0002849495,0.00008007333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000191438,0.00004333818,0.9413968,0.000190249,0.0002288153,0.00041765,0.002520372,0.0009766312,0.03262795,0.0001965432,0.001069003,0.02014115],"study_design_scores_gemma":[0.00000141099,0.000007685983,0.997268,0.00001818083,0.00002259165,0.00003963673,0.001115795,0.000215209,0.0004346347,0.00001521994,0.0008521245,0.00000947233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953992,0.0005663151,0.0001292133,0.00008701155,0.000007337284,0.00001244931,0.001204593,0.00001369536,0.002580334],"genre_scores_gemma":[0.9963661,0.0007645518,0.0006475496,0.0001009355,0.000006042074,0.00001294821,0.0011767,0.00001042542,0.0009147463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01497811,"threshold_uncertainty_score":0.05287886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005656243667592297,"score_gpt":0.1821282820231393,"score_spread":0.176472038355547,"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."}}