{"id":"W138261701","doi":"10.2166/wqrj.2009.034","title":"The Effects of Final Treated Effluent and In-Mill Waste Streams from a Canadian Thermomechanical Pulp and Paper Mill on Mummichog (Fundulus heteroclitus) Reproduction","year":2009,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Environment and Climate Change Canada; University of New Brunswick","funders":"","keywords":"Effluent; Fundulus; Paper mill; Biology; Pulp mill; STREAMS; Reproduction; Environmental science; Gonad; Pulp and paper industry; Fishery; Toxicology; Ecology; Fish <Actinopterygii>; Environmental engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":true,"confidence":"high","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":"medium","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002981818,0.0001116332,0.0001744151,0.00008370126,0.0005801557,0.00006381482,0.0001615202,0.00006976531,0.00009321556],"category_scores_gemma":[0.000340931,0.00006306688,0.00003526182,0.00009895345,0.000318723,0.0001698763,0.0001338566,0.0004634042,0.00001721114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997969,"about_ca_system_score_gemma":0.000009267664,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02177331,"about_ca_topic_score_gemma":0.1247958,"domain_scores_codex":[0.9975765,0.0009420472,0.0002783241,0.0003276312,0.0003624183,0.0005130175],"domain_scores_gemma":[0.9992418,0.000293918,0.00004470839,0.0002253739,0.00002067447,0.0001735596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003604226,0.0009695886,0.6158238,0.0001248683,0.0004728935,0.000504184,0.009561317,0.0001451836,0.1838383,0.0003708147,0.01325003,0.1713348],"study_design_scores_gemma":[0.001064961,0.0008635888,0.9760017,0.0000546,0.0000138279,0.00001205421,0.0004479533,0.00003481793,0.01097769,0.009092414,0.001319073,0.000117301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912688,0.0001526155,0.000001787871,0.00771307,0.00007311685,0.0002819887,0.000003160178,0.000004068142,0.0005014554],"genre_scores_gemma":[0.9984748,0.0007799756,0.00001280036,0.0003147022,0.00004600145,0.00001032437,0.000002309225,0.000004719129,0.0003543145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3601779,"threshold_uncertainty_score":0.9847408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03426812086398391,"score_gpt":0.3092954282932326,"score_spread":0.2750273074292487,"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."}}