{"id":"W2557641984","doi":"10.1103/physreve.94.052704","title":"Dynamics of disk pairs in a nematic liquid crystal","year":2016,"lang":"en","type":"article","venue":"Physical review. E","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Equidistant; Liquid crystal; Condensed matter physics; Magnetic field; Physics; Lattice Boltzmann methods; Ferromagnetism; Distortion (music); Rotating magnetic field; Materials science; Optics; Mechanics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003233619,0.0002240484,0.0006855609,0.000659411,0.001023623,0.001300154,0.0009786438,0.0008354576,0.001617256],"category_scores_gemma":[0.0009851636,0.0004731013,0.0003077985,0.0004938123,0.001370722,0.001198361,0.001091429,0.0007065396,0.0002268813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323187,"about_ca_system_score_gemma":0.0009557534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006020439,"about_ca_topic_score_gemma":0.003934932,"domain_scores_codex":[0.999827,0.00002823785,0.000006642581,0.00002604503,0.00006327352,0.00004876383],"domain_scores_gemma":[0.9995552,0.0001308267,0.00006895886,0.00002958429,0.00006251632,0.0001528303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001020814,0.0006690763,0.0161038,0.000246406,0.0002279139,0.001738603,0.001438855,0.5919912,0.2456242,0.1184554,0.001910052,0.02057363],"study_design_scores_gemma":[0.00009210647,0.00008916434,0.0009796,0.000009735041,0.00001389727,0.00009707992,0.0001078843,0.9854161,0.008380273,0.004231892,0.0005564381,0.00002575583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761811,0.0002294681,0.01887243,0.0002298564,0.00003193777,0.00004418717,0.0000517078,0.00007628999,0.00428315],"genre_scores_gemma":[0.9892097,0.00008495659,0.008833363,0.00004368668,0.000008629721,0.00004111481,0.00007140627,0.00002454024,0.001682588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006020439,"threshold_uncertainty_score":0.01197076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980277300689499,"score_gpt":0.3517755879908503,"score_spread":0.3319728149839553,"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."}}