{"id":"W2012795184","doi":"10.1088/1367-2630/10/6/063025","title":"Defect kinetics and dynamics of pattern coarsening in a two-dimensional smectic-A system","year":2008,"lang":"en","type":"article","venue":"New Journal of Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Disclination; Physics; Curvature; Dislocation; Isotropy; Condensed matter physics; Topological defect; Liquid crystal; Work (physics); Quadrupole; Annihilation; Optics; Thermodynamics; Geometry; Quantum mechanics","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":[0.0003075304,0.00009772107,0.0002712881,0.00007049764,0.00003970538,0.00001579529,0.0001536994,0.00001756719,0.00001218618],"category_scores_gemma":[0.00006719097,0.00008460581,0.00005889422,0.0001427776,0.00008703448,0.0002412443,0.00007765756,0.0001655901,0.000003378929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661234,"about_ca_system_score_gemma":0.0001879579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001158091,"about_ca_topic_score_gemma":0.00006336872,"domain_scores_codex":[0.9985721,0.000085698,0.000410612,0.0001113073,0.0006062309,0.0002140352],"domain_scores_gemma":[0.9990779,0.0001421933,0.000346296,0.0001134531,0.0001900335,0.0001301221],"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":[0.0002069805,0.0001846826,0.01062552,0.0001283477,0.00002839849,0.0003064607,0.0004816221,0.01226827,0.9689162,0.0006516402,0.0001432874,0.006058534],"study_design_scores_gemma":[0.01536926,0.004233739,0.01215687,0.003085031,0.000131746,0.003311401,0.0009256171,0.07658713,0.8763635,0.006726012,0.0002354296,0.0008743117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886743,0.0001267577,0.01081759,0.00005665009,0.0001561218,0.00007404043,0.000008611546,0.000004594957,0.00008136859],"genre_scores_gemma":[0.9960911,0.00001614351,0.003732601,0.000028241,0.00009935113,4.499924e-7,9.251926e-7,0.00001256089,0.00001867858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09255279,"threshold_uncertainty_score":0.3450125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02352047037119448,"score_gpt":0.2943810404223712,"score_spread":0.2708605700511767,"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."}}