{"id":"W4392979434","doi":"10.1021/acs.biomac.3c01375","title":"Controlling the Nematic Liquid Crystallinity of Cellulose Nanocrystals with an Alcohol Ethoxy Sulfonate Surfactant","year":2024,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Centre National de la Recherche Scientifique; Academy of Finland; European Research Council; Canada Research Chairs; Agence Nationale de la Recherche","keywords":"Liquid crystal; Crystallinity; Thermotropic crystal; Lyotropic; Materials science; Chemical engineering; Ethylene glycol; Organic chemistry; Pulmonary surfactant; Lyotropic liquid crystal; Lamellar structure; Polymer chemistry; Chemistry; Composite material","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":[0.0001210329,0.0002584511,0.0001134293,0.00008472916,0.00007773251,0.0001907746,0.0001288055,0.0001399876,0.0004634826],"category_scores_gemma":[0.0001510087,0.0001045739,0.0001020007,0.00008824046,0.0001225786,0.0001364863,0.0001170462,0.0001899918,0.000143653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305776,"about_ca_system_score_gemma":0.0002813656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101963,"about_ca_topic_score_gemma":0.002000581,"domain_scores_codex":[0.9999201,0.000009295667,0.000009711582,0.00001765406,0.0000266547,0.00001652024],"domain_scores_gemma":[0.9998939,0.00002250541,0.00003979305,0.000007775971,0.00001584839,0.00002018915],"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":[0.00001972367,0.000007470999,0.00005509555,0.000009013997,9.421203e-7,0.00000851231,0.000004420637,0.00004642193,0.9993896,0.00003465675,0.000004857477,0.0004192316],"study_design_scores_gemma":[0.00000402087,0.00002585172,0.0002417544,7.970533e-7,0.000001812604,0.00000808109,0.000002420159,0.0007685819,0.9987809,0.000003558042,0.000161292,9.99339e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996821,0.0002180006,0.001845988,0.00003303666,0.000007837964,0.00001370231,0.00005098882,0.00002875099,0.0009805448],"genre_scores_gemma":[0.9963712,0.000273149,0.002340439,0.00001871947,0.000003916606,0.00002014383,0.00005180623,0.00001426016,0.0009063448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001101963,"threshold_uncertainty_score":0.002218544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016654672620104,"score_gpt":0.3098120853925543,"score_spread":0.2796455386663532,"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."}}