{"id":"W1983441549","doi":"10.1111/j.1151-2916.2001.tb00824.x","title":"Heterocoagulation in Ionically Stabilized Mixed‐Oxide Colloidal Dispersions in Ethanol","year":2001,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thermo Fisher Scientific (Canada)","funders":"","keywords":"Colloid; Suspension (topology); Chemical engineering; Materials science; Colloidal silica; Oxide; Colloidal particle; Magnesium; Mineralogy; Chemistry; Nanotechnology; Metallurgy; Coating","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":[0.0001686893,0.0002211132,0.00017231,0.0001428873,0.0001395798,0.000229886,0.0001609479,0.000164467,0.0005398032],"category_scores_gemma":[0.000205974,0.0001395316,0.0001213015,0.0001064558,0.0001715204,0.0002093279,0.0001617249,0.0002577252,0.0001750572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002226882,"about_ca_system_score_gemma":0.0001384355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009724814,"about_ca_topic_score_gemma":0.002409614,"domain_scores_codex":[0.9999042,0.00001099898,0.000008449311,0.00002665735,0.00002831721,0.00002134098],"domain_scores_gemma":[0.9998827,0.00002762569,0.00003533249,0.00001173841,0.00002341912,0.00001925853],"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":[0.00003044668,0.000005274516,0.00004487573,0.00001310402,0.000002409168,0.00001325037,0.00001376988,0.00003437832,0.9992951,0.0000293354,0.000006503909,0.0005114511],"study_design_scores_gemma":[0.000003949748,0.00005398591,0.0003519989,0.000001215837,0.000003825756,0.00001224448,0.000004209813,0.0002162377,0.9991417,0.000004502223,0.0002049642,0.000001127495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970843,0.0004199627,0.001628366,0.00001622926,0.000008827255,0.00001456565,0.00002997492,0.00003515305,0.0007626326],"genre_scores_gemma":[0.9959889,0.0003335347,0.002094426,0.00001927291,0.000004931655,0.00001667499,0.00007496074,0.00002221368,0.001445091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009724814,"threshold_uncertainty_score":0.001933694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171243883549198,"score_gpt":0.2743924083153201,"score_spread":0.2626799694798281,"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."}}