{"id":"W2604268011","doi":"10.1016/j.marpolbul.2017.03.072","title":"Aquatic ecotoxicological models and their applicability in Arctic regions","year":2017,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"U.S. National Library of Medicine; National Academy of Sciences","keywords":"Toxicodynamics; Toxicant; Environmental science; Arctic; Aquatic toxicology; Hazard analysis; Environmental toxicology; Toxicokinetics; Ecology; Biology; Toxicity; Chemistry","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":[0.001116731,0.001446989,0.001500101,0.002736854,0.000263095,0.001477202,0.001246631,0.000860936,0.002548751],"category_scores_gemma":[0.001089432,0.0002985846,0.0009820533,0.002970054,0.0004633931,0.001070877,0.0008826652,0.001228781,0.0008342823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009194508,"about_ca_system_score_gemma":0.001623755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008806329,"about_ca_topic_score_gemma":0.0113353,"domain_scores_codex":[0.9997562,0.00004523959,0.00003310361,0.00003793792,0.0001106752,0.00001678441],"domain_scores_gemma":[0.9995302,0.000234628,0.00006848691,0.00001810691,0.0001315523,0.00001706768],"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":[0.0000351445,0.00009213071,0.0008580303,0.02128852,0.0002364262,0.0002325879,0.0001031896,0.006111505,0.001761501,0.0141487,0.01842359,0.9367087],"study_design_scores_gemma":[0.00001159107,0.0000807667,0.00159644,0.008370491,0.0005824941,0.0005212311,0.0001630541,0.001755093,0.001544257,0.009927069,0.9753984,0.00004914621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007066709,0.992346,0.001992306,0.0003019733,0.0002621154,0.00001994389,0.0002585601,0.00003401755,0.004078293],"genre_scores_gemma":[0.002959571,0.99435,0.001438208,0.0001247608,0.00007128453,0.00001613371,0.0001242593,0.000004636876,0.0009111502],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008806329,"threshold_uncertainty_score":0.01751012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07835855172508378,"score_gpt":0.3049381469916277,"score_spread":0.2265795952665439,"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."}}