{"id":"W4238451997","doi":"10.1002/9783527679478.ch7","title":"Preparation, Inhibition and Destruction of Dispersions","year":2014,"lang":"en","type":"other","venue":"","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Nucleation; Comminution; Economies of agglomeration; Coagulation; Colloid; Oil droplet; Chemical engineering; Process (computing); Homogeneous; Chemical species; Chemical physics; Dispersion (optics); Chemical reaction; Nanotechnology; Chemistry; Materials science; Emulsion; Metallurgy; Physics; Computer science; Organic chemistry; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004657094,0.00006671353,0.00008269543,0.00004633543,0.00001873933,0.000005929651,0.00002120316,0.00008441808,0.02276123],"category_scores_gemma":[0.00000880805,0.00005772238,0.00001559625,0.00005210934,0.00007828175,0.00004116601,0.00002103346,0.00002503195,0.0001469957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001091338,"about_ca_system_score_gemma":0.000001919053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002865223,"about_ca_topic_score_gemma":0.000497626,"domain_scores_codex":[0.9996002,0.00002248263,0.0001147826,0.0001271906,0.00009610678,0.00003926423],"domain_scores_gemma":[0.9997703,0.000005853582,0.0001009988,0.00009334026,0.0000031855,0.00002633064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001973378,0.00001003104,0.0004690913,0.000010249,0.000002220055,4.246949e-8,0.00004923199,0.00000418046,0.006895816,0.002478982,0.9889469,0.001131295],"study_design_scores_gemma":[0.0001650727,0.00008952539,0.001633044,0.0000464994,0.00001571524,0.000004499789,0.00002206404,0.0008362427,0.01225715,0.001280494,0.983452,0.0001977199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003444297,0.00001226218,0.01189478,0.00004975411,0.00003170902,0.000178666,0.000004514089,0.0001202735,0.9842637],"genre_scores_gemma":[0.06155457,0.0001065201,0.00935938,0.0001218721,0.00004122144,0.0000196102,0.00006525951,0.00006004817,0.9286715],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05811028,"threshold_uncertainty_score":0.9781321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006056590755312349,"score_gpt":0.2535988055866426,"score_spread":0.2475422148313303,"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."}}