{"id":"W1990801829","doi":"10.1021/nl0701408","title":"Nanoscale Analysis of Defect Shedding from Liquid Crystal Interfaces","year":2007,"lang":"en","type":"article","venue":"Nano Letters","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Liquid crystal; Materials science; Nanoscopic scale; Anisotropy; Isotropy; Chemical physics; Core (optical fiber); Condensed matter physics; Phase transition; Crystallography; Phase (matter); Nanotechnology; Optics; Chemistry; Optoelectronics; Composite material; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000568727,0.00008801885,0.0001201933,0.000248541,0.0001744944,0.0001907863,0.0001641634,0.0001533596,0.0007734395],"category_scores_gemma":[0.0001579111,0.00007267032,0.00009791202,0.0001377305,0.0001697929,0.0001822958,0.0001182403,0.0002982691,0.00009883479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000296714,"about_ca_system_score_gemma":0.00008379779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118735,"about_ca_topic_score_gemma":0.0007544729,"domain_scores_codex":[0.9999489,0.000002022922,0.000001325594,0.000007742166,0.00002864098,0.00001145486],"domain_scores_gemma":[0.999905,0.00003286656,0.00001819014,0.00001012697,0.0000244791,0.000009387535],"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":[0.00004512611,0.00002559719,0.001372858,0.000030663,0.000004927552,0.00006564695,0.00002539131,0.00195505,0.9927902,0.0005161125,0.00008190943,0.003086393],"study_design_scores_gemma":[0.0000131753,0.0001065834,0.01583607,0.000005219165,0.00001117153,0.000149672,0.00006157834,0.09156941,0.8907619,0.0004516643,0.001022869,0.00001068194],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927498,0.0001860201,0.005529232,0.00002510964,0.000005682781,0.000007978942,0.0001248377,0.00005458865,0.001316672],"genre_scores_gemma":[0.9975465,0.00007142562,0.00194377,0.000006659438,0.000002283722,0.00000872914,0.0001257899,0.00000918108,0.0002857166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118735,"threshold_uncertainty_score":0.002587378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01478279290473689,"score_gpt":0.2939717851775133,"score_spread":0.2791889922727764,"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."}}