{"id":"W1986409141","doi":"10.1016/j.watres.2005.07.018","title":"Integrated ozone and biotreatment of pulp mill effluent and changes in biodegradability and molecular weight distribution of organic compounds","year":2005,"lang":"en","type":"article","venue":"Water Research","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":107,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biodegradation; Effluent; Ozone; Paper mill; Pulp mill; Pulp and paper industry; Pulp (tooth); Waste management; Chemistry; Environmental science; Environmental chemistry; Environmental engineering; Organic chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008539691,0.000130247,0.0002664884,0.0000639377,0.00003443289,0.0000185219,0.00008657891,0.0001111068,0.0001115414],"category_scores_gemma":[0.0001177716,0.00008929475,0.00001618008,0.000165018,0.0004382368,0.00003213648,0.0002298795,0.0002043598,9.840401e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002028248,"about_ca_system_score_gemma":0.00002922499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001610077,"about_ca_topic_score_gemma":0.00006696741,"domain_scores_codex":[0.9987097,0.0001063709,0.0002671665,0.0003212493,0.0003018774,0.0002936822],"domain_scores_gemma":[0.9994324,0.00007340055,0.00002852998,0.0002087208,0.0001417132,0.0001151756],"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":[0.00008055419,0.0001670917,0.03453506,0.0003965693,0.00004008738,0.000006780493,0.000292094,1.210882e-7,0.9611522,0.00001942457,0.000007440613,0.003302573],"study_design_scores_gemma":[0.000557607,0.00004549148,0.004438329,0.00007898823,0.00001199287,0.000006894786,0.0001550347,0.0002100237,0.9935455,0.0002630577,0.0005976924,0.00008942265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978035,0.0007036182,0.0001316515,0.001098385,0.000002633499,0.0001012959,0.0000369066,0.000007216582,0.0001147811],"genre_scores_gemma":[0.9976277,0.0002702003,0.001865907,0.000004067318,0.000007810747,0.00001284012,0.00009981404,0.000008717036,0.0001028938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03239326,"threshold_uncertainty_score":0.3641334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0405328167233424,"score_gpt":0.3267167365664902,"score_spread":0.2861839198431478,"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."}}