{"id":"W3168379178","doi":"10.1021/jacs.1c04115","title":"Complex Liquid Crystal Emulsions for Biosensing","year":2021,"lang":"en","type":"article","venue":"Journal of the American Chemical Society","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Chemistry; Liquid crystal; Biosensor; Dopant; Reflection (computer programming); Nanotechnology; Molecule; Chemical engineering; Organic chemistry; Optoelectronics; Doping; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003977933,0.0001083181,0.0003041543,0.000009654996,0.0001794515,0.00006399996,0.0004455355,0.00002570692,0.0001007231],"category_scores_gemma":[0.0009385085,0.00007152424,0.0005380373,0.00029195,0.0004972342,0.0001341949,0.0003576227,0.000222554,0.000003862617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002250188,"about_ca_system_score_gemma":0.0002229285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005737545,"about_ca_topic_score_gemma":6.211503e-7,"domain_scores_codex":[0.9984192,0.00008059937,0.0003864084,0.000161218,0.0005781973,0.0003743542],"domain_scores_gemma":[0.9982893,0.0003211308,0.0004969136,0.0002475342,0.0004774408,0.0001676195],"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":[0.0001452959,0.00007895913,0.00002211505,0.00001343855,0.00003076949,0.000003849445,0.0001144108,0.00002230086,0.9886307,0.00001688114,0.01067819,0.0002430779],"study_design_scores_gemma":[0.0004148807,0.0001613065,0.00009020279,0.00003787874,0.00002269757,0.00008067917,0.0006328258,0.0001481632,0.9869229,0.0003328633,0.01106479,0.0000907775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925064,0.00006333896,0.002795178,0.004248894,0.0001899033,0.0000877897,0.00003590039,0.00001036068,0.00006218375],"genre_scores_gemma":[0.9536627,0.00003336719,0.04436999,0.001512026,0.0003038689,0.00000216496,0.000001931908,0.00001640601,0.00009755542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04157481,"threshold_uncertainty_score":0.2916674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03705797034819489,"score_gpt":0.334605471475568,"score_spread":0.297547501127373,"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."}}