{"id":"W1988241975","doi":"10.1103/physreve.84.011922","title":"Dielectric response of particles in flowing media: The effect of shear-induced rotation on the variation in particle polarizability","year":2011,"lang":"en","type":"article","venue":"Physical Review E","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Anisotropy; Population; Electric field; Rotational symmetry; Dielectric; Polarizability; Mechanics; Particle (ecology); Polarization (electrochemistry); Physics; Materials science; Shear flow; Shear (geology); Classical mechanics; Optics; Chemistry; Composite material; Quantum mechanics","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":[0.001195781,0.00006636593,0.0001940824,0.00002114892,0.00001194636,0.000002033451,0.00009550593,0.00002325217,0.000002683689],"category_scores_gemma":[0.001826689,0.00003434778,0.00004649553,0.0004513703,0.00003373766,0.00003389372,0.00001616218,0.0001283725,0.000003773929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002620581,"about_ca_system_score_gemma":0.00000627285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004992587,"about_ca_topic_score_gemma":0.000004044243,"domain_scores_codex":[0.9991587,0.0003606004,0.0002067527,0.00007703792,0.00009171021,0.0001051951],"domain_scores_gemma":[0.9986655,0.001074576,0.00002577339,0.000214297,0.0000115149,0.000008393999],"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":[0.00009041525,0.0000506483,0.00207866,0.000197758,0.000006138222,5.077311e-7,0.0007223203,0.00001276289,0.9794518,0.0008139416,0.000008372269,0.01656665],"study_design_scores_gemma":[0.00009943375,0.0001273589,0.156705,0.0003183601,0.00001542146,1.383955e-7,0.00001044596,0.005837467,0.8358546,0.0009941314,0.000001827692,0.00003584331],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976875,0.00162888,0.00004981993,0.0002659827,0.00001750848,0.0002984187,6.049403e-7,0.00002970624,0.00002156993],"genre_scores_gemma":[0.9994975,0.0004350847,0.00002031605,0.00001611022,0.000005987904,0.00002006147,2.205122e-7,0.000004655117,7.546952e-8],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1546263,"threshold_uncertainty_score":0.218685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621778939068984,"score_gpt":0.2551433922233771,"score_spread":0.2289256028326872,"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."}}