{"id":"W2059115473","doi":"10.1002/cjce.5450790610","title":"The process dynamics of filler retention in paper using a CPAM/bentonite retention aid system","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Material Properties and Processing","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"","keywords":"Papermaking; Bentonite; Filler (materials); Water retention; Paper machine; Retention time; Process (computing); Process engineering; Process dynamics; Computer science; Materials science; Environmental science; Pulp and paper industry; Chemistry; Chemical engineering; Engineering; Composite material; Chromatography; Soil science; Soil water","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003771199,0.0001101646,0.0001682121,0.00009318954,0.00006863653,0.0000778278,0.0002136483,0.00007658535,0.00001352079],"category_scores_gemma":[0.00005272207,0.00007263521,0.00005513085,0.0002244064,0.0000329248,0.0001723557,0.00000775938,0.0002572273,4.806088e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003914639,"about_ca_system_score_gemma":0.00008128367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000563773,"about_ca_topic_score_gemma":0.000345136,"domain_scores_codex":[0.9990891,0.0000136058,0.0004368241,0.00005525294,0.0001466899,0.0002585195],"domain_scores_gemma":[0.9995661,0.00002463642,0.00009623047,0.0001036096,0.0000964451,0.0001130229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009103886,0.000006813331,0.0003423821,0.001388629,0.0001101731,0.00006281034,0.001223151,0.684175,0.3048632,0.0006753517,0.00003474761,0.007026742],"study_design_scores_gemma":[0.0002938047,0.00001474505,0.00005647644,0.0009850089,0.00002987201,0.0002441041,0.000206774,0.9838563,0.01359925,0.00009096189,0.0004805012,0.0001421905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970718,0.0009691304,0.001072022,0.0001143685,0.0004235423,0.00007205836,0.000003070793,0.00001643328,0.000257596],"genre_scores_gemma":[0.9996796,0.00001627718,0.0001393648,0.000005628428,0.0001192097,0.000001829156,0.000001582618,0.00002588297,0.00001067239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2996813,"threshold_uncertainty_score":0.2961978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016513285521775,"score_gpt":0.1817281788756639,"score_spread":0.1715630460204462,"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."}}