{"id":"W2074068306","doi":"10.1103/physreve.67.031706","title":"Optically induced dynamics in nematic liquid crystals: The role of twist deformation and asymmetry","year":2003,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Liquid crystal; Asymmetry; Bistability; Homeotropic alignment; Excited state; Physics; Bifurcation; Condensed matter physics; Twist; Antisymmetric relation; Optics; Classical mechanics; Quantum mechanics; Nonlinear system; Geometry","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":[0.000689683,0.0003213806,0.0007163226,0.0000565676,0.0001877863,0.00006903867,0.0002924034,0.00008801377,0.00004548565],"category_scores_gemma":[0.0009535825,0.0002226526,0.00008813656,0.0002806869,0.0005995482,0.0004505702,0.0005583062,0.0005395535,0.00003223791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658328,"about_ca_system_score_gemma":0.00008869644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001443483,"about_ca_topic_score_gemma":0.00001051028,"domain_scores_codex":[0.9971707,0.0004142603,0.0009160389,0.000461589,0.0005351395,0.0005023029],"domain_scores_gemma":[0.9982783,0.0007407058,0.0002160993,0.0003993682,0.0001424065,0.0002231528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003121844,0.001203565,0.0003190857,0.003835935,0.0001088895,0.00003122917,0.002108637,0.00007095879,0.08496811,0.8883318,0.0001967621,0.0185129],"study_design_scores_gemma":[0.001471428,0.002497708,0.0008836579,0.003370429,0.000257406,0.00006185201,0.002212883,0.09143981,0.02907167,0.8673931,0.0004733081,0.0008666922],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781685,0.003412861,0.006768437,0.0008173393,0.0002369149,0.001163087,0.0001461881,0.00004252002,0.009244082],"genre_scores_gemma":[0.9967599,0.001520699,0.001408441,0.00006526403,0.00005470964,0.00005645374,0.00005280969,0.00002836817,0.00005334784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09136886,"threshold_uncertainty_score":0.907951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075875759274527,"score_gpt":0.316767459784893,"score_spread":0.3060087021921478,"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."}}