{"id":"W1996081686","doi":"10.1016/j.watres.2004.01.022","title":"Development and application of a quasi-static Langmuir isotherm for modelling selected resin acid fate in pulp mill wastewater treatment","year":2004,"lang":"en","type":"article","venue":"Water Research","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Effluent; Adsorption; Chemistry; Pulp (tooth); Pulp mill; Solubility; Langmuir adsorption model; Wastewater; Paper mill; Surface tension; Pulp and paper industry; Langmuir; Chemical engineering; Organic chemistry; Environmental science; Environmental engineering; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004712595,0.0003285542,0.0004148793,0.0002170157,0.0004041452,0.0006012972,0.0008297694,0.0008310279,0.0006641466],"category_scores_gemma":[0.0005692097,0.000311725,0.0004146727,0.000260564,0.0002151085,0.0006102942,0.0002856514,0.0004811651,0.0002286939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008093567,"about_ca_system_score_gemma":0.0007061861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009405012,"about_ca_topic_score_gemma":0.006164635,"domain_scores_codex":[0.9999053,0.00002613533,0.000007982608,0.00001464044,0.00003392332,0.00001186818],"domain_scores_gemma":[0.9998571,0.00005034347,0.00000941504,0.00001578518,0.0000581248,0.000009224611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001769876,0.0003094408,0.003173843,0.0003088688,0.00007167762,0.0001436186,0.0001506152,0.6041022,0.3415492,0.006125848,0.0004833243,0.04340439],"study_design_scores_gemma":[0.00001109478,0.0000795905,0.0004588463,0.000002386562,0.000009822459,0.00001415199,0.00002143668,0.9609233,0.03736165,0.0002823884,0.0008247026,0.00001055504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6529842,0.0008665476,0.3391565,0.0003797948,0.00006537187,0.0002684952,0.0003952165,0.000629794,0.0052541],"genre_scores_gemma":[0.9512701,0.0005535751,0.04587539,0.00002422494,0.000009364794,0.0001255164,0.00009279178,0.00005409049,0.001994952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009405012,"threshold_uncertainty_score":0.01870054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070871845372297,"score_gpt":0.3437159784764791,"score_spread":0.2728441331041821,"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."}}