{"id":"W4247312880","doi":"10.1007/978-0-387-48998-8_1702","title":"Zeta Potential Measurement","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Fractal and DNA sequence analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Zeta potential; Environmental science; Computer science; Materials science; Nanotechnology","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":[],"consensus_categories":[],"category_scores_codex":[0.0000649013,0.0002351163,0.0002001521,0.00004647218,0.00005987991,0.00001274752,0.0001707751,0.000334961,0.0007832175],"category_scores_gemma":[0.000009582242,0.0002007425,0.000329421,0.000009169292,0.00007869694,0.000001179988,0.00009122813,0.0001071367,0.0003091019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002135261,"about_ca_system_score_gemma":0.00009670259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002766859,"about_ca_topic_score_gemma":0.00005003034,"domain_scores_codex":[0.998903,0.000005774266,0.0001942354,0.0003841243,0.0003566758,0.000156127],"domain_scores_gemma":[0.9992836,7.379711e-7,0.00008470675,0.0003832434,0.000168518,0.00007926457],"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":[0.0001414174,0.00009051864,0.00001942069,0.00005090342,0.001972274,0.0002705872,0.00001508627,0.00009381589,0.5210099,0.003646148,0.4450186,0.0276713],"study_design_scores_gemma":[0.0001353845,0.0001179039,0.00001053484,0.00001503396,0.0001107298,0.00004519044,0.00000211579,0.00000779681,0.01730209,0.0003946249,0.9815079,0.0003506993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002393865,0.00397777,0.0008951771,0.0001450776,0.0001326213,0.00009678086,0.0000163151,0.00001722453,0.9944797],"genre_scores_gemma":[0.06968382,0.004074891,0.0001845698,0.000505149,0.0005655837,0.000003989938,0.000292173,0.00003906886,0.9246507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5364893,"threshold_uncertainty_score":0.8575683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980148790737552,"score_gpt":0.2035771121352759,"score_spread":0.1837756242279004,"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."}}