{"id":"W2906893193","doi":"10.1021/acs.jpclett.8b03733","title":"Boundary Geometry Effects on the Coalescence of Liquid Crystalline Tactoids and Formation of Topological Defects","year":2019,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia","keywords":"Marangoni effect; Materials science; Topological defect; Liquid crystal; Coalescence (physics); Lyotropic; Anisotropy; Lyotropic liquid crystal; Chemical physics; Geometry; Liquid crystalline; Condensed matter physics; Optics; Mechanics; Convection; Chemistry; 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":[0.0006630847,0.0001111716,0.0002518162,0.00002006416,0.00005238453,0.00001858013,0.0004278542,0.00002801423,0.0000517123],"category_scores_gemma":[0.0003332648,0.00005609396,0.00008219002,0.0001125254,0.0003663476,0.0002026829,0.0001291089,0.0002735285,0.000004769733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004427313,"about_ca_system_score_gemma":0.00003162653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001639459,"about_ca_topic_score_gemma":4.597795e-8,"domain_scores_codex":[0.9986547,0.0001393041,0.0002832341,0.00008648042,0.0006377516,0.0001985932],"domain_scores_gemma":[0.9981471,0.001056425,0.0004067231,0.0002256115,0.00009852776,0.00006566897],"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":[0.000737505,0.00008109853,0.00005539909,0.0002977161,0.00001213233,0.000003043476,0.0001274695,0.0002099211,0.9983218,0.00005602335,0.00006369979,0.00003413673],"study_design_scores_gemma":[0.0003768614,0.0007866479,0.0005745509,0.0001821708,0.00002084039,0.00001351948,0.00007277406,0.00009538386,0.9975227,0.0002682361,0.00002988635,0.00005641231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983585,0.00006636889,0.0004549473,0.00088376,0.00003018354,0.0001387022,0.000006721647,0.000003584958,0.00005720439],"genre_scores_gemma":[0.999535,0.00001636709,0.00004157755,0.0002797447,0.0001103485,0.000001486821,7.8499e-7,0.000006298947,0.000008361081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001176503,"threshold_uncertainty_score":0.2287446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009585192706297752,"score_gpt":0.2565054254470377,"score_spread":0.2469202327407399,"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."}}