{"id":"W2041349226","doi":"10.1016/j.jenvman.2013.09.031","title":"Biological removal of phyto-sterols in pulp mill effluents","year":2013,"lang":"en","type":"article","venue":"Journal of Environmental Management","topic":"Steroid Chemistry and Biochemistry","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Effluent; Pulp mill; Paper mill; Pulp and paper industry; Mill; Pulp (tooth); Environmental science; Wastewater; Waste management; Chemistry; Environmental engineering; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001387593,0.0001356385,0.0001784219,0.00003382674,0.00001390805,0.000008370651,0.000254164,0.0001027625,0.0001706159],"category_scores_gemma":[0.000008792368,0.0001113133,0.0001243108,0.00003518527,0.0000727654,0.000007000024,0.0001824224,0.00009465292,0.00001075265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003425805,"about_ca_system_score_gemma":0.000003744215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000130553,"about_ca_topic_score_gemma":1.479331e-7,"domain_scores_codex":[0.999018,0.00002792131,0.0004296979,0.0001734355,0.0001785696,0.0001724156],"domain_scores_gemma":[0.9994747,0.000005223064,0.000249752,0.000194172,0.000008184363,0.00006798308],"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":[0.00009852886,0.000289798,0.01297368,0.00003672708,0.00007912921,0.0000585419,0.000009829304,0.00002456656,0.9820765,9.969841e-7,0.0004493932,0.003902287],"study_design_scores_gemma":[0.001349074,0.0003366278,0.0968099,0.00005628658,0.00002046056,0.0001971546,0.0002806491,0.000004839814,0.8950801,0.00006497368,0.005644428,0.0001554443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973609,0.0007153341,0.00003683509,0.00005231085,0.00006648379,0.0001210695,0.000007152129,0.000001084024,0.001638851],"genre_scores_gemma":[0.997599,0.0005820826,0.0008594946,0.0001264683,0.0001005782,0.000005871409,0.00001468779,0.000008281976,0.0007035134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08699635,"threshold_uncertainty_score":0.4539223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005895654427683519,"score_gpt":0.1987898154379649,"score_spread":0.1928941610102814,"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."}}