{"id":"W2255274014","doi":"10.1103/physreve.92.062509","title":"Field-driven dynamics of nematic microcapillaries","year":2015,"lang":"en","type":"article","venue":"Physical Review E","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Liquid crystal; Materials science; Electric field; Polymer; Phase (matter); Cylinder; Field (mathematics); Biaxial nematic; Optics; Chemical physics; Composite material; Optoelectronics; Geometry; Physics","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":[0.0002414856,0.00008900322,0.0003280325,0.0000139982,0.00001972568,0.00001536311,0.0002932388,0.00001114708,0.0001192735],"category_scores_gemma":[0.001174325,0.00006633451,0.00006460011,0.0001360406,0.00007914792,0.0001597932,0.0001791775,0.00006267848,0.0003189486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005499462,"about_ca_system_score_gemma":0.00007701403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002108936,"about_ca_topic_score_gemma":0.00000865712,"domain_scores_codex":[0.9989156,0.00008007792,0.0002198866,0.0001480502,0.0004288637,0.0002075377],"domain_scores_gemma":[0.9991689,0.0001418487,0.0001012847,0.0002958961,0.0001543738,0.0001377304],"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":[0.0001536649,0.0008759402,0.000446239,0.01569577,0.00004767173,0.00002318134,0.0006865038,0.00005586729,0.8725047,0.06909671,0.02321644,0.01719728],"study_design_scores_gemma":[0.001738014,0.003191978,0.0001381471,0.01152067,0.0002332107,0.00001825607,0.000275347,0.0112519,0.72119,0.1957078,0.05366794,0.00106674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700049,0.01537478,0.003530887,0.003353126,0.0002032915,0.0009052534,0.00003289036,0.00006284135,0.00653202],"genre_scores_gemma":[0.9954576,0.002007497,0.001759696,0.0005120557,0.00005902761,0.00003598044,0.000009082066,0.00001151046,0.0001475451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1513147,"threshold_uncertainty_score":0.4099546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391166555552893,"score_gpt":0.3670205514990756,"score_spread":0.3279038959437863,"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."}}