{"id":"W1490213659","doi":"10.1002/3527606750.ch2","title":"Dispersion and Dispersed Species Characterization","year":2005,"lang":"en","type":"other","venue":"","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Creaming; Emulsion; Characterization (materials science); Sedimentation; Suspension (topology); Materials science; Dispersion (optics); Coulter counter; Porosity; Dispersion stability; Chromatography; Chemical engineering; Chemistry; Composite material; Polymer; Nanotechnology; Optics; Geology","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":[0.0003840162,0.0004971536,0.0004435556,0.001228232,0.0006370734,0.0008093609,0.0006160493,0.0004567778,0.01672023],"category_scores_gemma":[0.0005897954,0.000256752,0.0002843408,0.0006398034,0.0001980758,0.001075464,0.0003880933,0.0007392224,0.005479978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443751,"about_ca_system_score_gemma":0.0005043569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260745,"about_ca_topic_score_gemma":0.002476982,"domain_scores_codex":[0.9994231,0.00001829737,0.00003114862,0.0001438582,0.0003552184,0.00002830151],"domain_scores_gemma":[0.9997115,0.00003839746,0.00002084077,0.00002233292,0.0001967665,0.00001019852],"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":[0.00006553948,0.0000869738,0.0007973649,0.0003616337,0.00001371939,0.0001693221,0.0002011331,0.0005324028,0.8872721,0.002129426,0.003851373,0.1045188],"study_design_scores_gemma":[0.000007987013,0.00009163249,0.001957309,0.00004236686,0.00002187775,0.0003059154,0.00009555572,0.003055085,0.9198536,0.0004965653,0.07405519,0.00001672824],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.391169,0.01472353,0.3199103,0.001107753,0.001065452,0.002797307,0.01411876,0.003976066,0.2511318],"genre_scores_gemma":[0.4254367,0.01259709,0.2230521,0.0009335586,0.0002041272,0.001798042,0.01711106,0.001906106,0.3169611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01672023,"threshold_uncertainty_score":0.05593479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101590339249352,"score_gpt":0.2228016448839648,"score_spread":0.2117857414914712,"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."}}