{"id":"W152428602","doi":"10.2166/wqrj.2005.038","title":"Overview of Methodology and Endpoints in Fathead Minnow Lifecycle Tests Assessing Pulp and Paper Mill Effluents","year":2005,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Minnow; Effluent; Paper mill; Pimephales promelas; Biology; Pulp mill; Secondary sex characteristic; Pulp (tooth); Bioassay; Toxicology; Pulp and paper industry; Fishery; Ecology; Environmental science; Fish <Actinopterygii>; Hormone; Engineering; Endocrinology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009372172,0.003236303,0.002011213,0.01009825,0.001245085,0.001456069,0.003046815,0.002135758,0.004442342],"category_scores_gemma":[0.003733438,0.001655011,0.002528817,0.002701713,0.0007358767,0.001228067,0.001463093,0.002153416,0.00460994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009856838,"about_ca_system_score_gemma":0.001966703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517461,"about_ca_topic_score_gemma":0.002863964,"domain_scores_codex":[0.9915916,0.002252822,0.001325215,0.001238889,0.00325368,0.0003378786],"domain_scores_gemma":[0.9957268,0.0008459463,0.0007758214,0.0004348715,0.001955921,0.0002606045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002213485,0.002456955,0.02876449,0.007625101,0.0005159325,0.000908626,0.0004815679,0.004154694,0.652881,0.002795561,0.009810629,0.2873919],"study_design_scores_gemma":[0.0002397771,0.01783744,0.06812715,0.003126214,0.0007911917,0.005784313,0.0004298157,0.006961129,0.6576928,0.003426574,0.2350495,0.0005340952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0832919,0.061574,0.779525,0.0009490369,0.001176536,0.02788412,0.01421177,0.009958976,0.02142863],"genre_scores_gemma":[0.06080627,0.05878534,0.8027239,0.00105929,0.0005247854,0.04130065,0.01521377,0.0008203551,0.01876561],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01009825,"threshold_uncertainty_score":0.04956537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3414122635128695,"score_gpt":0.4925921158973184,"score_spread":0.1511798523844489,"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."}}