{"id":"W7132878269","doi":"","title":"Pulp and paper mill effluents: characterization and effects on mosquitofish using continuous flow bioassay system","year":2002,"lang":"","type":"dissertation","venue":"TSpace","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Effluent; Bioassay; Chemical oxygen demand; Kraft process; Pulp (tooth); Paper mill; Continuous flow; Biochemical oxygen demand","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002237982,0.0003525235,0.0002373246,0.0002609038,0.0001849954,0.0002904581,0.0001697552,0.0001869841,0.000416036],"category_scores_gemma":[0.0002087515,0.0001313508,0.0001711968,0.000234369,0.0001774375,0.0001236689,0.0001128913,0.0002929248,0.0001190125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004359068,"about_ca_system_score_gemma":0.0003810579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584739,"about_ca_topic_score_gemma":0.01442298,"domain_scores_codex":[0.9997951,0.00002270903,0.0000165805,0.00004198651,0.0000993934,0.00002420701],"domain_scores_gemma":[0.9998364,0.00003220045,0.00004713874,0.00001106612,0.00005140467,0.00002184013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001202946,0.00007310035,0.005997231,0.00004536152,0.000005627204,0.00002870508,0.00005046972,0.00009718492,0.9907888,0.000008184817,0.00001852595,0.002766637],"study_design_scores_gemma":[0.00002794058,0.003383496,0.1085799,0.00001173404,0.0000453648,0.0001660448,0.0001393483,0.0008466232,0.8859301,0.00002065722,0.0008338331,0.00001480163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983326,0.0001729053,0.0009530934,0.00001227147,0.000002070695,0.00003268376,0.0001870071,0.00001122332,0.0002962314],"genre_scores_gemma":[0.9907389,0.0009392474,0.005098417,0.00004413625,0.000006659435,0.00007629079,0.0007212367,0.000006282944,0.002368964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007584739,"threshold_uncertainty_score":0.01508123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006106223305461512,"score_gpt":0.2287032215702797,"score_spread":0.2225969982648182,"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."}}