{"id":"W2336915231","doi":"10.2166/wqrj.2001.039","title":"Recalcitrant Organics Emerging from Biological Treatment of Kraft Mill Effluents","year":2001,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Effluent; Biodegradation; Chemistry; Paper mill; Organic matter; Pulp and paper industry; Kraft paper; Wastewater; Lignin; Dissolved organic carbon; Environmental chemistry; Kraft process; Sewage treatment; Sequencing batch reactor; Waste management; Organic chemistry","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":[0.001050988,0.0001445677,0.000276665,0.00007842954,0.0001303747,0.00005951012,0.0002546513,0.0001322203,0.0004299202],"category_scores_gemma":[0.0000372557,0.0000876505,0.0001521953,0.0001317369,0.00008571308,0.00007164469,0.00004655592,0.0004027248,0.00007895956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935873,"about_ca_system_score_gemma":0.00002329791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009219318,"about_ca_topic_score_gemma":0.000004312544,"domain_scores_codex":[0.9980016,0.000267612,0.0004730659,0.0001646257,0.0005124273,0.0005806704],"domain_scores_gemma":[0.9992323,0.000122798,0.00002558374,0.0002369753,0.0001362716,0.0002460801],"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":[0.00003908364,0.0001851211,0.01023961,0.00002730068,0.0002239778,0.0001180947,0.001791553,0.00004144276,0.9831364,0.000006048381,0.0009876325,0.003203776],"study_design_scores_gemma":[0.0008421559,0.0001395178,0.0008131855,0.00003995702,0.000008356933,0.0000525513,0.0003204704,0.0001149398,0.9839998,0.0009986465,0.01253657,0.000133835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974926,0.001016547,0.0001049017,0.000275084,0.0001518589,0.00006712737,0.00002317256,0.00004653935,0.0008222231],"genre_scores_gemma":[0.9964821,0.002534334,0.0003127105,0.00001001905,0.0003624857,0.000004039917,0.00002293346,0.00001996762,0.0002513487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01154893,"threshold_uncertainty_score":0.4707324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834073847382969,"score_gpt":0.3989007389541901,"score_spread":0.2154933542158932,"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."}}