{"id":"W2322748268","doi":"10.1007/s10570-016-0922-1","title":"Chemically peeling layers of cellulose nanocrystals by periodate and chlorite oxidation","year":2016,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Periodate; Crystallinity; Materials science; Cellulose; Chemical engineering; Nanocrystal; Crystal (programming language); Polymer; Bacterial cellulose; Chlorite; Layer (electronics); Polymer chemistry; Organic chemistry; Nanotechnology; Composite material; Chemistry","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":[0.0006003221,0.0002535064,0.0003794653,0.00009113963,0.0001209491,0.00004745875,0.0002933086,0.00009854369,0.0005050707],"category_scores_gemma":[0.0003833366,0.0001801193,0.00006739254,0.0001711727,0.000558501,0.0004197444,0.0003182037,0.00009516644,0.0001342208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008662172,"about_ca_system_score_gemma":0.00005332102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002817063,"about_ca_topic_score_gemma":0.000003178238,"domain_scores_codex":[0.9978238,0.00008921454,0.0004759362,0.0005608915,0.0004911729,0.000558942],"domain_scores_gemma":[0.9986631,0.0003117105,0.0002313254,0.0003841143,0.0002057729,0.0002040214],"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":[0.00008143505,0.00005306687,0.0002681105,0.0001082721,0.00001326458,0.000007696205,0.0002624797,9.343328e-7,0.9948894,0.000227933,0.001083162,0.003004226],"study_design_scores_gemma":[0.0007024006,0.00008669132,0.00007534476,0.0001022134,0.00001555078,0.000002792833,0.0001352238,0.0000289487,0.9912197,0.0005254243,0.006861624,0.0002440777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991776,0.001952931,0.00442995,0.0004472047,0.0001396366,0.0002784438,0.0000734461,0.00008341647,0.0008189231],"genre_scores_gemma":[0.9924055,0.0009047013,0.002092933,0.00002879896,0.00007361898,0.00002788877,0.00001444868,0.0000343437,0.004417759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005778462,"threshold_uncertainty_score":0.7345052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301667225650409,"score_gpt":0.2559025317376072,"score_spread":0.2428858594811031,"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."}}