{"id":"W2461631825","doi":"","title":"The flocculation mechanism of microparticulate retention aid systems","year":2001,"lang":"en","type":"article","venue":"","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Montmorillonite; Chemistry; Polymer chemistry; Materials science; Composite material","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":[0.0003624248,0.00004663912,0.00004959524,0.000007766963,0.00009532323,0.00002802327,0.000098603,0.00002266584,0.00007984734],"category_scores_gemma":[0.000007792106,0.00002902931,0.00003070686,0.0001023167,0.00003728898,0.00007168554,0.00006046226,0.00002470936,0.00008231773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000253706,"about_ca_system_score_gemma":4.365846e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004286053,"about_ca_topic_score_gemma":0.00002490564,"domain_scores_codex":[0.9994476,0.00003800621,0.0001615019,0.0001011834,0.0001509538,0.0001007561],"domain_scores_gemma":[0.9997224,0.00001418646,0.00006646934,0.000175865,0.000004817856,0.00001629181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001142394,0.0002179681,0.1210982,0.00005886695,0.00009411018,0.00001495415,0.0002968822,0.03045526,0.5148835,0.1551591,0.01438932,0.1632176],"study_design_scores_gemma":[0.0008953194,0.0003688198,0.09372097,0.0001271016,0.00011517,0.00003533017,0.0008040476,0.5485531,0.1615099,0.0336464,0.1595406,0.0006832306],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9031576,0.00002547329,0.05553451,0.0001883129,0.0001517238,0.0002698966,2.187154e-7,0.0001033181,0.04056895],"genre_scores_gemma":[0.9952832,0.00007877766,0.0005816299,0.00001556138,0.00001045946,0.000009125916,0.00000123854,0.000004028714,0.004015978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180979,"threshold_uncertainty_score":0.1183781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279804867691735,"score_gpt":0.2178760890140389,"score_spread":0.2050780403371215,"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."}}