{"id":"W3199375601","doi":"10.24908/iqurcp.9174","title":"It’s Of(fish)cial: Pulp Mill Effluent Can Alter Reproductive Cycles of Ontario Fish","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effluent; Paper mill; Pulp (tooth); Pulp mill; Biology; Pollutant; Pulp and paper industry; Environmental science; Toxicology; Ecology; Environmental engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002090965,0.0001453708,0.0001233342,0.000297932,0.001078629,0.0008859277,0.0003568473,0.000337464,0.007516889],"category_scores_gemma":[0.0005721336,0.0001149169,0.0002585339,0.0003330774,0.0005976349,0.0003022138,0.0004707077,0.0003004404,0.0004389539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006548931,"about_ca_system_score_gemma":0.004712902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6355896,"about_ca_topic_score_gemma":0.8546906,"domain_scores_codex":[0.9998363,0.00001306683,0.000006553656,0.00003255827,0.00008418404,0.00002729146],"domain_scores_gemma":[0.9996827,0.00002973374,0.00006974504,0.00001931351,0.0001424313,0.00005622109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627861,0.0003985153,0.6130192,0.001029082,0.0003259604,0.001628886,0.005992178,0.001223166,0.1978589,0.001470226,0.01833279,0.1570932],"study_design_scores_gemma":[0.00001886404,0.0003057042,0.9666486,0.0000646058,0.00008594106,0.0001336482,0.002087434,0.0003372371,0.00765132,0.0003510348,0.02228882,0.00002670426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747482,0.001220832,0.0004168023,0.002158136,0.00008745387,0.00006457564,0.001248222,0.00003578836,0.02001997],"genre_scores_gemma":[0.9647425,0.001422689,0.0005113491,0.0008064192,0.00002064826,0.00002941857,0.0005486161,0.00001859032,0.03189962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3644104,"threshold_uncertainty_score":0.7331129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07548619557277095,"score_gpt":0.3361752668937413,"score_spread":0.2606890713209703,"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."}}