{"id":"W4281802482","doi":"10.1007/s10570-022-04643-1","title":"Fluorescent cellulose-based hydrogel with carboxymethyl cellulose and carbon quantum dots for information storage and fluorescent anti-counterfeiting","year":2022,"lang":"en","type":"article","venue":"Cellulose","topic":"Carbon and Quantum Dots Applications","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institute of Steel Construction","keywords":"Fluorescence; Biocompatibility; Carboxymethyl cellulose; Cellulose; Materials science; Luminescence; Nanotechnology; Ascorbic acid; Carbon fibers; Chemistry; Optoelectronics; Organic chemistry; Composite material; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000264319,0.0004028063,0.0002344968,0.0002616235,0.0001607184,0.0003487879,0.0003472617,0.0004216734,0.001331316],"category_scores_gemma":[0.0002247661,0.0001669887,0.0002047762,0.0002753516,0.000233381,0.0004946992,0.0002465493,0.0003535312,0.0002475119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007092384,"about_ca_system_score_gemma":0.0003122673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205202,"about_ca_topic_score_gemma":0.002460678,"domain_scores_codex":[0.9998732,0.00001197382,0.000007490341,0.00003566891,0.00003379578,0.0000377793],"domain_scores_gemma":[0.9998727,0.00002858951,0.00003299702,0.0000140245,0.00001910885,0.00003264676],"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":[0.00004961924,0.00001190573,0.00005236399,0.00004918246,0.000004163873,0.00005709865,0.00001221437,0.000164125,0.9972087,0.0003297752,0.00007830203,0.001982578],"study_design_scores_gemma":[0.000003770389,0.00002666615,0.000181262,0.000002423621,0.000003901625,0.00002999277,0.000003016185,0.0008507529,0.9982949,0.00001584175,0.0005843953,0.000003067782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656947,0.0045544,0.0226393,0.000238941,0.0001658854,0.00006115096,0.0003293012,0.0003528389,0.005963494],"genre_scores_gemma":[0.9803832,0.001293917,0.01438166,0.0000884173,0.00002164962,0.00004000714,0.0001477518,0.00005403707,0.003589361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331316,"threshold_uncertainty_score":0.005145907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00999868920457905,"score_gpt":0.215665340336733,"score_spread":0.2056666511321539,"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."}}