{"id":"W2043495223","doi":"10.1081/dis-120037690","title":"Dynamic Interfacial Zone and Local Phase Concentration Measurements in Emulsions, Dispersions, and Slurries","year":2004,"lang":"en","type":"article","venue":"Journal of Dispersion Science and Technology","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Basic Energy Sciences","keywords":"Slurry; Materials science; Dispersion (optics); Emulsion; Particle (ecology); Phase (matter); Aggregate (composite); Beam (structure); Economies of agglomeration; Optics; Sampling (signal processing); Analytical Chemistry (journal); Composite material; Mineralogy; Chemical engineering; Chemistry; Chromatography; Physics; Detector","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":[0.0002457279,0.0002049809,0.0001632331,0.0006653827,0.0001882813,0.0002940533,0.0003419705,0.0002392925,0.001170402],"category_scores_gemma":[0.0002831303,0.0001477753,0.0001211333,0.0003630453,0.000198998,0.0003660427,0.0003420375,0.0004137744,0.0002269655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002868317,"about_ca_system_score_gemma":0.0001137202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001088115,"about_ca_topic_score_gemma":0.001344489,"domain_scores_codex":[0.9998498,0.00001124424,0.000007471931,0.00004162758,0.00007704871,0.00001282833],"domain_scores_gemma":[0.9998527,0.00004075486,0.00003360899,0.00001018602,0.00004806458,0.00001470303],"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":[0.00003263904,0.000008621252,0.0002525095,0.00004198609,0.000002349489,0.00002584861,0.00003084199,0.0001179031,0.9959015,0.00008614576,0.00002434016,0.003475256],"study_design_scores_gemma":[0.000004353946,0.0001196938,0.002726364,0.000008999888,0.000007941873,0.00007181097,0.00005197776,0.002611245,0.9934462,0.00006782264,0.0008773386,0.000006307657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854221,0.006113774,0.1020622,0.00008793261,0.00005871238,0.000111712,0.0005677646,0.0006165295,0.004959316],"genre_scores_gemma":[0.9609405,0.001814549,0.03263574,0.00003560273,0.00001275271,0.00008454702,0.0002849891,0.00006476007,0.004126685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001170402,"threshold_uncertainty_score":0.00391537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01221360023056217,"score_gpt":0.2985077047116838,"score_spread":0.2862941044811216,"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."}}