{"id":"W2122098163","doi":"10.1557/opl.2013.490","title":"Disclination Shape Analysis for Nematic Liquid Crystals under Micron-range Capillary Confinement","year":2013,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Basic Energy Sciences; McGill University","keywords":"Disclination; Materials science; Curvature; Capillary action; Liquid crystal; Wedge (geometry); Elastic modulus; Optics; Bending; Bending stiffness; Mechanics; Condensed matter physics; Composite material; Physics; Geometry; Optoelectronics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006798271,0.0002338047,0.0003683228,0.000278312,0.0002269923,0.0003743745,0.0004100432,0.00007257581,0.004268329],"category_scores_gemma":[0.0002875386,0.0001978293,0.0001478387,0.0005312135,0.0001168835,0.0008865286,0.0001872227,0.00007928149,0.0002654219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996237,"about_ca_system_score_gemma":0.00005188839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001002167,"about_ca_topic_score_gemma":0.00001569517,"domain_scores_codex":[0.9976258,0.00001556286,0.0005093567,0.0005239549,0.0006612162,0.0006640824],"domain_scores_gemma":[0.9985887,0.000093233,0.0002422163,0.0001778992,0.000690848,0.0002070899],"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":[0.00007648273,0.00009697073,0.0003163875,0.0002855163,0.000103137,3.709911e-7,0.0003914395,0.00003375232,0.9947345,0.0009518333,0.002855805,0.0001537832],"study_design_scores_gemma":[0.003712304,0.002493158,0.01173544,0.0002686516,0.0008317468,0.000006006577,0.004739559,0.02032702,0.9308423,0.01170031,0.01179809,0.001545453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891394,0.000131016,0.005427714,0.002259455,0.00009707249,0.001779064,0.00003242084,0.0001024308,0.001031426],"genre_scores_gemma":[0.993014,0.00002768467,0.00391006,0.0004173087,0.00009186766,0.001055078,0.00004163536,0.00003314816,0.001409177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06389226,"threshold_uncertainty_score":0.9966419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287529299401525,"score_gpt":0.2997049433644247,"score_spread":0.2709520134242722,"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."}}