{"id":"W3158216834","doi":"","title":"The Highlight effect in structural color from cellulose nanocrystals","year":2020,"lang":"en","type":"article","venue":"","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cellulose; Nanocrystal; Materials science; Chemistry; Nanotechnology; Crystallography; Polymer science; Biochemistry","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":[0.00005077077,0.0001131653,0.0001264567,0.00001445886,0.00004052828,0.00005109348,0.0001621096,0.00004855438,0.00007182484],"category_scores_gemma":[0.00003007491,0.00007208099,0.00003987075,0.00009692454,0.00002470682,0.00004412217,0.00002940753,0.0001223004,0.00007722773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003045596,"about_ca_system_score_gemma":0.000004072057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007315767,"about_ca_topic_score_gemma":0.00003779661,"domain_scores_codex":[0.9994349,0.0000304963,0.0001281136,0.0001223062,0.00008831798,0.0001958658],"domain_scores_gemma":[0.9995824,0.0002115318,0.00001015354,0.000121949,0.000004729739,0.0000692325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004109195,0.00001901446,0.005670796,0.0003811112,0.0004453575,0.0002534089,0.01108112,0.077047,0.6036456,0.008545581,0.1947455,0.09775464],"study_design_scores_gemma":[0.001677754,0.0001793734,0.004890935,0.00004725077,0.000029595,0.000001361538,0.0001838958,0.6484542,0.2781568,0.0006448191,0.06516233,0.0005716008],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932391,0.0002590972,0.0002282658,0.0005783806,0.0003773816,0.0001275899,0.0000067895,0.0003873224,0.00479604],"genre_scores_gemma":[0.9991676,0.00001329893,0.000263524,0.0001380216,0.00008064425,0.00001023614,0.000007044281,0.00002033068,0.0002992585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5714073,"threshold_uncertainty_score":0.2939378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007104963410270296,"score_gpt":0.1956292077892227,"score_spread":0.1885242443789524,"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."}}