{"id":"W3091810244","doi":"10.1039/d0ma00606h","title":"Guest-conditioned multicolor writing on cellulose nanocrystal canvases","year":2020,"lang":"en","type":"article","venue":"Materials Advances","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; University of British Columbia","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Consejo Nacional de Ciencia y Tecnología","keywords":"Nanocrystal; Cellulose; Supramolecular chemistry; Ionic bonding; Materials science; Nanotechnology; Ionic liquid; Molecule; Chemical engineering; Chemistry; Organic chemistry; Ion; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003063574,0.0003381494,0.0005174711,0.0000618783,0.0003732981,0.0002036648,0.0003718135,0.00006333757,0.001937037],"category_scores_gemma":[0.0007426503,0.0002872075,0.00006396236,0.0001798762,0.0002869324,0.000643272,0.0002433255,0.0001061951,0.001217871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008149807,"about_ca_system_score_gemma":0.00004977456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003149899,"about_ca_topic_score_gemma":0.000009907578,"domain_scores_codex":[0.9972817,0.0002139962,0.0005441741,0.0006909606,0.0005562597,0.0007129468],"domain_scores_gemma":[0.9987559,0.0003759312,0.0002356006,0.0002592878,0.0001220103,0.0002513248],"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":[0.0003058494,0.00006459206,0.00002698959,0.0001975075,0.000009928709,0.00009972256,0.0003014556,0.0001572469,0.9975178,0.0003853086,0.0005305276,0.0004031153],"study_design_scores_gemma":[0.0006038149,0.0003613924,0.00006119419,0.00008122111,0.00001211046,0.000004614522,0.0004623691,0.00001682555,0.9830078,0.0003499304,0.01470269,0.0003359822],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941151,0.0008927007,0.0003599298,0.001102747,0.001129867,0.0005415655,0.0004778997,0.0003684624,0.001011692],"genre_scores_gemma":[0.9943538,0.0002599087,0.003020396,0.0006283604,0.001295242,0.0001743976,0.00005298654,0.00004783429,0.0001670757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0145099,"threshold_uncertainty_score":0.999958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012165461860925,"score_gpt":0.2942181111253917,"score_spread":0.2640964565067824,"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."}}