{"id":"W2315931638","doi":"10.1021/la2049019","title":"AC Electrokinetic Templating of Colloidal Particle Assemblies: Effect of Electrohydrodynamic Flows","year":2012,"lang":"en","type":"article","venue":"Langmuir","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Electrokinetic phenomena; Electrohydrodynamics; Colloidal particle; Particle (ecology); Nanotechnology; Colloid; Particle size; Materials science; Chemical engineering; Chemistry; Chemical physics; Physical chemistry; Engineering; Geology; Electrode","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001793198,0.0001228043,0.0002504751,0.00006460404,0.00002385479,0.000004623114,0.000110539,0.00009764596,0.0000117625],"category_scores_gemma":[0.00004876007,0.0001006719,0.00005787842,0.0002699342,0.00003523889,0.00005657295,0.000028474,0.0001064479,0.0000100501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003075753,"about_ca_system_score_gemma":0.000004421038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001830221,"about_ca_topic_score_gemma":0.000004092009,"domain_scores_codex":[0.9992482,0.00002565563,0.0002048398,0.00007690713,0.0001023941,0.0003419877],"domain_scores_gemma":[0.9996602,0.00008766475,0.00004399872,0.0001669619,0.00001575417,0.00002545074],"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":[0.0000110853,0.00001360425,0.007703774,0.000136543,0.00003042382,5.55228e-7,0.00008158952,0.0000532244,0.9895083,0.0002129807,0.0006381657,0.001609811],"study_design_scores_gemma":[0.0002154733,0.0001458982,0.004373059,0.00002577886,0.00002911798,0.000009044983,0.00002947474,0.005674539,0.9890003,0.00001876435,0.0003738003,0.000104803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964036,0.001819693,0.0005199186,0.00001973694,0.00007401947,0.0001087774,0.00000505619,0.0003239885,0.0007251531],"genre_scores_gemma":[0.9994368,0.00004055913,0.0004185474,0.000002875634,0.00004002053,0.000005394074,0.000004989103,0.00002114026,0.00002965923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005621314,"threshold_uncertainty_score":0.4105279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004594022628024668,"score_gpt":0.2054649726616069,"score_spread":0.2008709500335822,"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."}}