{"id":"W2033414308","doi":"10.1063/1.1825373","title":"Nematic fluid structure in wall-field geometry","year":2004,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Liquid crystal; Perpendicular; Condensed matter physics; Field (mathematics); Wetting; Particle (ecology); Orientation (vector space); Surface (topology); Materials science; Biaxial nematic; Topological defect; Geometry; Mechanics; Physics; Geology; Composite material; Mathematics","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":[0.0003869048,0.00009259224,0.0001937725,0.00003060987,0.00002481362,0.00002747796,0.0005546055,0.00003648178,0.0001290484],"category_scores_gemma":[0.0003737639,0.00005551608,0.00005048472,0.0002304462,0.00007528697,0.000290762,0.0001115315,0.0003459873,0.0000205531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408322,"about_ca_system_score_gemma":0.00009371665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001278491,"about_ca_topic_score_gemma":9.507575e-7,"domain_scores_codex":[0.998688,0.00004387636,0.0003288591,0.00006937068,0.0006108083,0.0002590195],"domain_scores_gemma":[0.9992443,0.0002011074,0.0001722132,0.0001951457,0.00009685929,0.00009039736],"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":[0.0001235053,0.0000626289,0.00001336521,0.00002772164,0.000005812875,0.000008462339,0.0001985895,0.001125,0.9977363,0.0002449706,0.0001574895,0.0002961355],"study_design_scores_gemma":[0.0005431416,0.0001000441,0.00001910953,0.00007997268,0.000008050155,0.00002175242,0.00003529874,0.00002179311,0.8949586,0.104116,0.00004063987,0.00005559086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974166,0.0001129453,0.0012459,0.0009690376,0.00008631802,0.00007102241,0.000002258431,0.000004630943,0.0000912757],"genre_scores_gemma":[0.9984147,0.00001989228,0.001018459,0.0003402422,0.0001872084,5.722389e-7,4.449623e-7,0.000009294747,0.000009219699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1038711,"threshold_uncertainty_score":0.226388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391360467087293,"score_gpt":0.2909429562817371,"score_spread":0.2770293516108641,"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."}}