{"id":"W2021319853","doi":"10.1007/s00244-009-9343-6","title":"Influence of Sediment Contaminated with Untreated Pulp and Paper Mill Effluent on Winter Flounder, Pleuronectes americanus","year":2009,"lang":"en","type":"article","venue":"Archives of Environmental Contamination and Toxicology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"McMaster University","keywords":"Pleuronectes; Winter flounder; Outfall; Sediment; Pleuronectidae; Flounder; Mullet; Biology; Paper mill; Ecotoxicology; Fishery; Ecology; Environmental science; Effluent; Fish <Actinopterygii>; Environmental engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001697427,0.0003910472,0.0003055501,0.0002778216,0.000686401,0.0008431865,0.0002525787,0.0006034355,0.001128817],"category_scores_gemma":[0.0005655597,0.0002312984,0.0002333249,0.0002090455,0.000504378,0.000244514,0.0003706674,0.0004115466,0.0001204916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004972948,"about_ca_system_score_gemma":0.0006374965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009567796,"about_ca_topic_score_gemma":0.02274918,"domain_scores_codex":[0.999813,0.00003962568,0.00002054906,0.00004304417,0.00004130191,0.00004242818],"domain_scores_gemma":[0.9994922,0.0001464051,0.0001063061,0.00001758497,0.0001210521,0.0001164837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01527514,0.0009685729,0.1055077,0.0004224733,0.000298095,0.001270814,0.0007507965,0.001340924,0.863811,0.0001074355,0.0003048455,0.009942274],"study_design_scores_gemma":[0.0001541375,0.0123826,0.6778946,0.00006901949,0.0004001395,0.0005135057,0.002516872,0.001632568,0.3025591,0.0001596658,0.00167648,0.00004126872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996499,0.00006924338,0.00002513353,0.00001390212,0.000007721935,0.00000249721,0.00004663687,0.00000163727,0.0001833865],"genre_scores_gemma":[0.9989151,0.000114828,0.0001122936,0.00004564925,0.000005946132,0.000002501603,0.0001148636,0.000002308205,0.000686446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009567796,"threshold_uncertainty_score":0.01902419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004275521722473951,"score_gpt":0.2374781865767532,"score_spread":0.2332026648542792,"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."}}