{"id":"W4221003113","doi":"10.1063/5.0078937","title":"Self-consistent field theory of chiral nematic worm-like chains","year":2022,"lang":"en","type":"article","venue":"The Journal of Chemical Physics","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Eye Institute; Natural Sciences and Engineering Research Council of Canada; National Institutes of Health","keywords":"Liquid crystal; Polymer; Materials science; Isotropy; Chemical physics; Flexibility (engineering); Physics; Optics; Mathematics","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":[0.001297717,0.00009144835,0.0002347603,0.00002229528,0.00008624818,0.00001309276,0.0007012803,0.00001487444,0.0003494697],"category_scores_gemma":[0.0001850576,0.00005926615,0.0001198736,0.0001515474,0.0001032628,0.0001423558,0.0004057108,0.0003516805,0.000006517425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009837104,"about_ca_system_score_gemma":0.0001087144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001450819,"about_ca_topic_score_gemma":5.695772e-8,"domain_scores_codex":[0.9981921,0.0002401967,0.0004011116,0.00007179131,0.0008623106,0.0002325084],"domain_scores_gemma":[0.9985842,0.0005587155,0.0004081089,0.0002549306,0.0001122735,0.00008175135],"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":[0.0004145231,0.0002655263,0.00000809597,0.00006557052,0.00004009321,0.000005157461,0.0008750878,0.0002204946,0.9941871,0.002601666,0.0007285002,0.0005882215],"study_design_scores_gemma":[0.0004913809,0.0004066477,0.000004943641,0.00003368721,0.00005177076,0.00003930811,0.0004441757,0.0002251611,0.9328766,0.06496059,0.0003832483,0.00008245381],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968247,0.000165363,0.001433145,0.0004408053,0.0002094891,0.0001254128,0.000008450414,0.000009566113,0.0007831042],"genre_scores_gemma":[0.99856,0.0000149877,0.000801723,0.0003274688,0.0001411493,0.000004394512,6.643384e-7,0.00001063836,0.0001390103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06235893,"threshold_uncertainty_score":0.3826448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077869100306501,"score_gpt":0.2770094289532967,"score_spread":0.2562307379502317,"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."}}