{"id":"W2146229433","doi":"10.1364/josaa.29.001675","title":"Programmable and electrically controllable light scattering from surface-polymer stabilized liquid crystals","year":2012,"lang":"en","type":"article","venue":"Journal of the Optical Society of America A","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Mesogen; Liquid crystal; Materials science; Light scattering; Scattering; Polymer; Isotropy; Polarization (electrochemistry); Polymerization; Optics; Optoelectronics; Composite material; Liquid crystalline; 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":[0.0001485211,0.0003071199,0.0002356322,0.0001788664,0.0001532096,0.0004598676,0.0002753203,0.0002100028,0.0007130002],"category_scores_gemma":[0.0001626191,0.0001685658,0.0001539019,0.0001543522,0.0003342665,0.0002569964,0.0002525621,0.0004104567,0.0002557276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247069,"about_ca_system_score_gemma":0.0001863871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859479,"about_ca_topic_score_gemma":0.0004053969,"domain_scores_codex":[0.999819,0.00003221819,0.000008800356,0.00003247825,0.00007792056,0.00002962451],"domain_scores_gemma":[0.9998251,0.00006638848,0.00004505919,0.00001716561,0.00002070053,0.00002561032],"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":[0.0000207005,0.000008093478,0.00004150163,0.00001090119,0.000001306822,0.00001656403,0.000009394152,0.00008290084,0.9991089,0.0001213351,0.00001146941,0.0005668461],"study_design_scores_gemma":[0.000009285196,0.00003612188,0.0001412158,8.49464e-7,0.000001646553,0.00001356935,0.000003212368,0.0008020554,0.9987032,0.0000154936,0.0002706703,0.000002599518],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937138,0.0001977161,0.004758889,0.00003304142,0.00001605022,0.00001634486,0.00005266793,0.0001000104,0.001111485],"genre_scores_gemma":[0.9936212,0.000216531,0.004839754,0.00001960082,0.00001324026,0.00002609267,0.00007841531,0.00005419629,0.001131115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007130002,"threshold_uncertainty_score":0.002385199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01247062943118584,"score_gpt":0.2680372867679834,"score_spread":0.2555666573367976,"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."}}