{"id":"W4304606331","doi":"10.1016/j.envpol.2022.120417","title":"An ecotoxicological risk model for the microplastics in arctic waters","year":2022,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Memorial University of Newfoundland","funders":"","keywords":"Microplastics; Ecotoxicity; Environmental science; Arctic; Environmental toxicology; Ecotoxicology; Risk assessment; The arctic; Ecology; Risk analysis (engineering); Environmental chemistry; Biology; Oceanography; Toxicity; Chemistry; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008993428,0.001221108,0.0009881279,0.001171832,0.000739245,0.001921841,0.00164816,0.002105318,0.003399537],"category_scores_gemma":[0.001694068,0.0005602275,0.001375147,0.0007986828,0.0007167653,0.00110826,0.001018497,0.001042976,0.0004541289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298827,"about_ca_system_score_gemma":0.002546384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07252447,"about_ca_topic_score_gemma":0.03102463,"domain_scores_codex":[0.9996141,0.0001052278,0.00001482114,0.00007714759,0.00008367697,0.0001050794],"domain_scores_gemma":[0.9994007,0.0002726871,0.00009549543,0.00001685826,0.0001622207,0.00005193452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001238632,0.00001358583,0.0005135973,0.00001610455,0.00001709671,0.00006163782,0.00001687781,0.9916059,0.0003488479,0.005629541,0.0002919426,0.001472505],"study_design_scores_gemma":[0.00000764867,0.00002268997,0.0002853113,0.00000998297,0.00002798622,0.00004188855,0.0000242071,0.9938408,0.0001382609,0.004859889,0.0007310999,0.00001027122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3613174,0.002316453,0.5528009,0.00327419,0.0002868815,0.0002726415,0.002860447,0.0005757178,0.07629535],"genre_scores_gemma":[0.9366667,0.00110655,0.01778119,0.0003487434,0.0001011915,0.0002184975,0.0005711556,0.00008806353,0.04311789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07252447,"threshold_uncertainty_score":0.1442047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140801357899584,"score_gpt":0.2003674749408567,"score_spread":0.1912266735829571,"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."}}