{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009866153,0.0002621953,0.0001818882,0.0001240465,0.0002393633,0.0004180532,0.0001585863,0.0001937517,0.0009949352],"category_scores_gemma":[0.0004419894,0.0001522676,0.0001112499,0.00008070654,0.0004571647,0.0003455917,0.000294122,0.0003479039,0.0001402523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480642,"about_ca_system_score_gemma":0.0001462588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004467617,"about_ca_topic_score_gemma":0.0006594801,"domain_scores_codex":[0.9998661,0.00001963733,0.000007018514,0.00003002989,0.00004648216,0.00003064184],"domain_scores_gemma":[0.9997423,0.0001164351,0.00007373633,0.0000166741,0.00001812409,0.00003270713],"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":[0.00005494172,0.00001696686,0.0002745499,0.00003248481,0.000003222782,0.0001433085,0.00005556253,0.000225732,0.997182,0.0003882371,0.0000191612,0.001603877],"study_design_scores_gemma":[0.00001562184,0.00005354471,0.00205532,0.000002498096,0.000004176974,0.00008420144,0.00002839102,0.001947639,0.9954622,0.00007643041,0.0002634676,0.000006442254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969958,0.0002660116,0.001079708,0.000024621,0.000007881212,0.000008066747,0.00002161517,0.00001906687,0.001577317],"genre_scores_gemma":[0.9991812,0.0001111917,0.0005121881,0.000009251058,0.000002321019,0.00000698162,0.00001605894,0.00001053456,0.000150263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009949352,"threshold_uncertainty_score":0.003328323,"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."}}