{"id":"W2072490903","doi":"10.1063/1.4903995","title":"Rigid linear particles confined on a spherical surface: Phase diagram of nematic defect states","year":2014,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Liquid crystal; Phase diagram; Monte Carlo method; Biaxial nematic; Materials science; Surface (topology); Phase (matter); Excluded volume; Topological defect; Surface energy; Condensed matter physics; Phenomenological model; Optics; Statistical physics; Physics; Geometry; Quantum mechanics","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":[0.0009932549,0.000121931,0.0003367236,0.000008906352,0.00003439212,0.00002201155,0.00040921,0.00002521279,0.00009757725],"category_scores_gemma":[0.0007808958,0.00007004943,0.0001198338,0.000140669,0.0002800486,0.0001394232,0.0000785896,0.0002096501,0.00003834098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003828402,"about_ca_system_score_gemma":0.0000529678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006526374,"about_ca_topic_score_gemma":1.738391e-7,"domain_scores_codex":[0.9982062,0.0002255021,0.0004647198,0.00008898112,0.0007315918,0.00028298],"domain_scores_gemma":[0.9979768,0.001006821,0.0003975489,0.000247676,0.0002138783,0.0001573237],"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":[0.0007310718,0.0005035613,0.00001304952,0.00004895881,0.00002328165,0.000001854221,0.0001661422,0.002315835,0.9943896,0.0001689134,0.0003122597,0.001325453],"study_design_scores_gemma":[0.001298345,0.0009468623,0.000004181717,0.00007657722,0.00003915888,0.000004285341,0.00003100833,0.006847221,0.9747843,0.01576632,0.0001278795,0.00007383541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903243,0.00003825347,0.00915869,0.0002286739,0.00005239564,0.0001090746,0.000008301779,0.000009312324,0.00007104664],"genre_scores_gemma":[0.9976624,0.00001650329,0.00205739,0.00009185176,0.0001462512,0.000001192109,0.000001346134,0.00001353716,0.000009521507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0196053,"threshold_uncertainty_score":0.2856533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494138913245862,"score_gpt":0.3300858536314464,"score_spread":0.3051444644989878,"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."}}