{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005510098,0.0006944911,0.000586145,0.0008691864,0.000509628,0.0004591825,0.0004816715,0.0004248627,0.004391103],"category_scores_gemma":[0.0005675782,0.0003443402,0.0003925431,0.00054908,0.0003029564,0.0003429258,0.00048307,0.001051037,0.003164683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003281691,"about_ca_system_score_gemma":0.0003835328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006454292,"about_ca_topic_score_gemma":0.001708532,"domain_scores_codex":[0.9993375,0.00004548752,0.00008279378,0.0001967779,0.0002561829,0.00008128592],"domain_scores_gemma":[0.9997756,0.00004829459,0.00003070005,0.00005338709,0.00007057373,0.00002146699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007789336,0.00006200773,0.0001351577,0.000248522,0.00001051187,0.000124633,0.00008806153,0.0002684766,0.9838583,0.0005995895,0.0007545768,0.01377226],"study_design_scores_gemma":[0.00001252816,0.0001122411,0.0003930343,0.00002336705,0.0000119162,0.00007628559,0.00001788606,0.0007890741,0.9805939,0.00009524119,0.01786675,0.00000773896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6523657,0.01814243,0.2109614,0.0007073576,0.001325767,0.003849156,0.004311477,0.003431544,0.1049051],"genre_scores_gemma":[0.7405081,0.01262301,0.1515535,0.0003353526,0.0001842712,0.003226533,0.004684377,0.000939876,0.08594494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004391103,"threshold_uncertainty_score":0.01468968,"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."}}