{"id":"W3119060062","doi":"10.1139/facets-2020-0057","title":"Characterization of microplastics and anthropogenic fibers in surface waters of the North Saskatchewan River, Alberta, Canada","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"MacEwan University","keywords":"Microplastics; Environmental science; Environmental chemistry; Contamination; Surface water; Pollution; Ecology; Environmental engineering; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.00020307,0.0003212148,0.000236826,0.00151892,0.002217289,0.001227205,0.0004449127,0.0002832683,0.0008760047],"category_scores_gemma":[0.0002929533,0.0002144092,0.000169231,0.00270091,0.0006024888,0.0001856632,0.0004199292,0.0002440731,0.0002190301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007959977,"about_ca_system_score_gemma":0.01293201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767116,"about_ca_topic_score_gemma":0.9939846,"domain_scores_codex":[0.9996425,0.00001595865,0.00001584186,0.00007119066,0.0001783924,0.00007609114],"domain_scores_gemma":[0.99953,0.00002997917,0.00004263204,0.000008779691,0.0003309873,0.00005766844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136954,0.00005563437,0.9097221,0.0001307143,0.00006784662,0.0004827899,0.002504365,0.0008378981,0.05846518,0.0001852353,0.0007011953,0.02670999],"study_design_scores_gemma":[0.000003843822,0.0000248113,0.9910779,0.00002244081,0.00001650464,0.00007638949,0.003003143,0.0006764408,0.002984944,0.00002839978,0.002073979,0.00001123873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949468,0.0003750664,0.0003810835,0.00006497368,0.000004050361,0.00004267125,0.001093097,0.00001430381,0.003078037],"genre_scores_gemma":[0.9917963,0.0006413959,0.00157289,0.0001111934,0.000003082988,0.00003206224,0.001196162,0.00001068895,0.004636194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328837,"threshold_uncertainty_score":0.05775392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00343228088339628,"score_gpt":0.1607540101959204,"score_spread":0.1573217293125241,"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."}}