{"id":"W4387580728","doi":"10.1016/j.cej.2023.146585","title":"Mechanical responsive visible structural colors based on chiral-nematic cellulose nanocrystals photonic hydrogels","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Agriculture - Saskatchewan","keywords":"Self-healing hydrogels; Materials science; Structural coloration; Liquid crystal; Photonics; Nanotechnology; Naked eye; Fabrication; Photonic crystal; Optoelectronics; Chemical engineering; Optics; Polymer chemistry","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":[0.0001185381,0.00026936,0.000135268,0.0001306553,0.0001299819,0.0003386669,0.0002956596,0.0002211312,0.001666793],"category_scores_gemma":[0.0001714196,0.0001618529,0.0001641822,0.0001090289,0.0002363973,0.0002845752,0.0002254204,0.0003971557,0.0002953404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004189754,"about_ca_system_score_gemma":0.0001828923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005897327,"about_ca_topic_score_gemma":0.001073351,"domain_scores_codex":[0.9998933,0.00001055002,0.000003700037,0.0000220123,0.0000312189,0.00003924812],"domain_scores_gemma":[0.9998881,0.00003230771,0.00002694166,0.0000111794,0.00001936453,0.00002224597],"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":[0.00003632752,0.00001268066,0.00003322645,0.00003202883,0.000002227294,0.00003412473,0.00001221827,0.000161864,0.9974208,0.0005019456,0.00007989506,0.001672641],"study_design_scores_gemma":[0.000005387979,0.00001894233,0.0001984677,0.000001567791,0.000002127254,0.0000191351,0.000006520861,0.001243316,0.9979421,0.00003568494,0.0005229744,0.000003712081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970839,0.001122737,0.01353321,0.0002160495,0.0001233061,0.00003387082,0.000172209,0.0002178093,0.01374176],"genre_scores_gemma":[0.991748,0.0004269624,0.004421444,0.00007332445,0.00001821373,0.00001923882,0.00005547508,0.00003612281,0.003201199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001666793,"threshold_uncertainty_score":0.005575955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415037810291935,"score_gpt":0.2683913152710184,"score_spread":0.2542409371680991,"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."}}