{"id":"W4313399284","doi":"10.1016/j.envpol.2022.120960","title":"Quantitative review summarizing the effects of oil pollution on subarctic and arctic marine invertebrates","year":2022,"lang":"en","type":"review","venue":"Environmental Pollution","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Fisheries and Oceans Canada","keywords":"Subarctic climate; Invertebrate; Crustacean; Marine invertebrates; Ecology; Arctic; Oil pollution; Environmental science; Biology; Fishery; Environmental protection","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006698903,0.0005839421,0.001147725,0.000107034,0.0005576333,0.00001332013,0.0004172012,0.0002751164,0.006636073],"category_scores_gemma":[0.0001800055,0.000444944,0.0003439728,0.0003444836,0.001268123,0.0001811055,0.001119836,0.0008224122,0.0004672023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347396,"about_ca_system_score_gemma":0.00001616165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008946018,"about_ca_topic_score_gemma":0.00003630648,"domain_scores_codex":[0.9963834,0.001207164,0.0007186577,0.0007627115,0.0004604803,0.0004675648],"domain_scores_gemma":[0.9980309,0.0006161973,0.0006936773,0.0005370082,4.928007e-7,0.0001217462],"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":[0.00005154499,0.0006918364,0.0005976327,0.01811252,0.0002722176,0.00005453273,0.0001411584,0.00003621704,0.0004095066,0.0002345655,0.001285468,0.9781128],"study_design_scores_gemma":[0.0007204436,0.002796649,0.006833443,0.008346945,0.002227574,0.0004241234,0.0001450753,0.00004063531,0.000126237,0.0004811231,0.9767653,0.001092396],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002381075,0.9945127,0.000002828724,0.0002732031,0.0003823219,0.001148807,0.00006334626,0.00002506587,0.001210629],"genre_scores_gemma":[0.008990191,0.9877779,0.00006647717,0.001409931,0.00002391586,0.0004500182,0.0001885417,0.00005990783,0.001033106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9770204,"threshold_uncertainty_score":0.9998002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02021710295469971,"score_gpt":0.2647815111735424,"score_spread":0.2445644082188427,"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."}}