{"id":"W4387958541","doi":"10.1021/acsapm.3c02115","title":"Coassembling Hydroxypropyl Cellulose into a Chiral Nematic Composite and Patternization with a Photomask and Direct Ink Writing","year":2023,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Science Foundation of Jiangsu Province for Distinguished Young Scholars; State Key Laboratory of Biobased Material and Green Papermaking, Qilu University of Technology; National Natural Science Foundation of China","keywords":"Liquid crystal; Materials science; Photomask; Monomer; Inkwell; Cellulose; Composite number; Hydroxypropyl cellulose; Chemical engineering; Nanotechnology; Polymer; Composite material; Optoelectronics; Layer (electronics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006768463,0.0002646151,0.0003971327,0.0001652863,0.000254953,0.0005413811,0.0001805417,0.00006338672,0.0001191867],"category_scores_gemma":[0.00002573569,0.0002174649,0.000009939027,0.0003036016,0.0001598073,0.0003022458,0.0004407616,0.00006417945,0.00009930207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003207729,"about_ca_system_score_gemma":0.00003467762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911251,"about_ca_topic_score_gemma":0.00001011386,"domain_scores_codex":[0.997968,0.0001071711,0.0004178777,0.0005201576,0.0004476941,0.0005390981],"domain_scores_gemma":[0.9992261,0.0001297604,0.0001852441,0.0002622475,0.00003831007,0.0001583336],"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":[0.0001651003,0.00002323,0.000366295,0.0003938743,0.00001718926,0.00002045713,0.0009071511,0.00000452398,0.997472,0.0002354228,0.00002545937,0.0003692828],"study_design_scores_gemma":[0.0008051589,0.00010049,0.0005517899,0.0001508179,0.00002448613,0.00001091526,0.0001706021,0.00008114761,0.9972488,0.0005652154,0.000024037,0.0002665429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982253,0.0001254672,0.000108986,0.0001116274,0.00008569713,0.000661017,0.00004024781,0.0002312971,0.000410386],"genre_scores_gemma":[0.9981986,0.00005481487,0.0009882301,0.0001555863,0.00007161489,0.0002300991,0.00007699116,0.00006018854,0.0001639264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001258103,"threshold_uncertainty_score":0.8867963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139713169084316,"score_gpt":0.2584168703686704,"score_spread":0.2470197386778273,"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."}}