{"id":"W2007412094","doi":"10.1080/10934529.2013.776440","title":"A survey of Canadian mechanical pulp and paper mill effluents: Insights concerning the potential to affect fish reproduction","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Wilfrid Laurier University; Environment and Climate Change Canada; University of Guelph; FPInnovations","funders":"FPInnovations","keywords":"Effluent; Pulp (tooth); Pulp mill; Chemical oxygen demand; Kraft process; Pulp and paper industry; Biochemical oxygen demand; Paper mill; Environmental science; Bioassay; Minnow; Kraft paper; Biology; Wastewater; Fish <Actinopterygii>; Fishery; Environmental engineering; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002334374,0.00008386683,0.0001712124,0.0001023599,0.0006041313,0.00002586858,0.0001737089,0.00002834011,0.0003994028],"category_scores_gemma":[0.0001108984,0.0000556823,0.00001768574,0.0002883615,0.0006494206,0.0004496087,0.0002135804,0.0001240648,0.00002105849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108888,"about_ca_system_score_gemma":0.0000414449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02768118,"about_ca_topic_score_gemma":0.08418623,"domain_scores_codex":[0.9987206,0.0001091217,0.0002943107,0.0002322618,0.0003577498,0.0002859744],"domain_scores_gemma":[0.9993351,0.00003626751,0.0001983035,0.0001181883,0.00001108468,0.0003010439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006861057,0.0002261163,0.7963176,0.00003371919,0.00006547644,0.00001328873,0.003710176,0.0003701165,0.0163973,0.00006960744,0.1528202,0.02990772],"study_design_scores_gemma":[0.0001675175,0.0003677602,0.9896323,0.00001337333,0.000007535304,0.00001703826,0.0004078604,0.00004590247,0.0001024419,0.0000560748,0.009124205,0.00005797871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842618,0.0001364915,0.000007076857,0.01480504,0.0001936918,0.0003227788,0.000003951363,0.000001538155,0.0002676487],"genre_scores_gemma":[0.9924854,0.0009722227,0.00008910801,0.006350282,0.00003240378,0.000006732256,5.526543e-7,0.000003248704,0.00006005936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1933147,"threshold_uncertainty_score":0.9787936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805075440257691,"score_gpt":0.2561804295952227,"score_spread":0.2281296751926458,"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."}}