{"id":"W2317933622","doi":"10.1021/mz400464d","title":"Iridescent Chiral Nematic Cellulose Nanocrystal/Polymer Composites Assembled in Organic Solvents","year":2013,"lang":"en","type":"article","venue":"ACS Macro Letters","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of British Columbia","funders":"","keywords":"Materials science; Liquid crystal; Polymer; Nanocrystal; Lyotropic; Composite number; Counterion; Dispersion (optics); Chemical engineering; Cellulose; Casting; Self-assembly; Ionic liquid; Solvent; Composite material; Polymer chemistry; Organic chemistry; Nanotechnology; Liquid crystalline; Optics; Chemistry; Ion; Optoelectronics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003540738,0.0002992743,0.0003466952,0.0001769771,0.0001129763,0.0003087455,0.000718203,0.00005851031,0.003723346],"category_scores_gemma":[0.0001089882,0.0002696579,0.00006725537,0.0003465408,0.0001133247,0.0008545725,0.000433772,0.0002209562,0.00256102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002852384,"about_ca_system_score_gemma":0.00005319104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003718225,"about_ca_topic_score_gemma":0.00003727234,"domain_scores_codex":[0.9969072,0.0001896425,0.0005452706,0.000522677,0.0007694343,0.001065757],"domain_scores_gemma":[0.99887,0.0001308342,0.0001647471,0.0005333719,0.00006410928,0.0002369494],"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":[0.00003112122,0.0001605814,0.001860328,0.00009682135,0.00001204159,0.00005744111,0.0002276351,0.00002247531,0.9935175,0.00004607167,0.003834061,0.0001339424],"study_design_scores_gemma":[0.001028109,0.00008015559,0.002470596,0.0001226797,0.000008453278,0.000008139332,0.0000580356,0.0001851616,0.9951821,0.0003451475,0.0001951052,0.0003163372],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947913,0.0001198628,0.0005472557,0.002983241,0.0003269924,0.0008466188,0.000005923064,0.00009561693,0.0002832059],"genre_scores_gemma":[0.9950289,0.000007878786,0.000853033,0.002829471,0.00006702003,0.0001349622,0.00001623313,0.00005423355,0.001008283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003638956,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154883622102353,"score_gpt":0.2529905857523,"score_spread":0.2414417495312765,"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."}}