{"id":"W3179109391","doi":"10.1016/j.carbpol.2021.118404","title":"Effect of thermal treatments on chiral nematic cellulose nanocrystal films","year":2021,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"FPInnovations","funders":"European Research Council; H2020 European Research Council; Biotechnology and Biological Sciences Research Council; Engineering and Physical Sciences Research Council","keywords":"Nanocrystal; Materials science; Liquid crystal; Cellulose; Thermal; Carbon fibers; Chemical engineering; Electrical conductor; Nanotechnology; Optoelectronics; Composite material; Composite number","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":[0.0001757158,0.0002994145,0.0003506812,0.0001582783,0.0002778431,0.000277151,0.0002224408,0.0002368619,0.003563994],"category_scores_gemma":[0.0004014168,0.0002094293,0.0002293899,0.0002159861,0.0002569425,0.000214228,0.00010034,0.0005804102,0.0002609059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003846498,"about_ca_system_score_gemma":0.0003014576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105543,"about_ca_topic_score_gemma":0.006380997,"domain_scores_codex":[0.9997953,0.0000227102,0.00002131104,0.0000374474,0.00004994794,0.00007338763],"domain_scores_gemma":[0.9997669,0.00009663327,0.00004289065,0.00002451118,0.00004481906,0.00002425544],"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":[0.000349821,0.00003346034,0.0000668515,0.00006361069,0.00001096965,0.00003865428,0.00002573918,0.00008572016,0.9983643,0.00004430514,0.00004774259,0.0008688965],"study_design_scores_gemma":[0.000006250346,0.00006195401,0.0003462424,0.000002256285,0.000006116526,0.000009415285,0.000009279866,0.0001391955,0.9992034,0.000003072029,0.000210701,0.000002248257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955788,0.001158613,0.0005601051,0.00004611438,0.00005963388,0.00002318166,0.0001475571,0.00003123956,0.002394763],"genre_scores_gemma":[0.9966743,0.0007011385,0.0009267694,0.00004585148,0.00001602779,0.00002232834,0.0001312013,0.00003308526,0.001449104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003563994,"threshold_uncertainty_score":0.01192278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130863506691264,"score_gpt":0.2751044346143975,"score_spread":0.2637957995474849,"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."}}