{"id":"W4211096614","doi":"10.1002/0471440264.pst042","title":"Cellulose","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Polymer Science and Technology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cellulose; Cellophane; Cellulosic ethanol; Microcrystalline cellulose; Cellulose fiber; Materials science; Polymer science; Ramie; Chemical engineering; Chemistry; Fiber; Organic 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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004138706,0.0002569161,0.0004424136,0.001288716,0.0001205098,0.00001801636,0.0007959689,0.000271446,0.00135565],"category_scores_gemma":[0.0003286141,0.000213575,0.00002525709,0.001498501,0.005729188,0.0001067629,0.0005274878,0.0002173973,0.0001726685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003722816,"about_ca_system_score_gemma":0.0004089564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008220859,"about_ca_topic_score_gemma":0.00002857152,"domain_scores_codex":[0.9977294,0.00002494449,0.0002477622,0.0006886653,0.0006594515,0.0006497815],"domain_scores_gemma":[0.9988852,0.0000402966,0.0002349183,0.0005922351,0.0001315499,0.0001158513],"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":[0.000006998287,0.0001547829,0.000589057,0.000251739,0.00002926515,0.00006552009,0.0001645214,3.313346e-8,0.6446215,0.05924663,0.240731,0.054139],"study_design_scores_gemma":[0.0001461219,0.00008818557,0.000004827317,0.00006130644,0.00001341531,0.00001210015,0.0001070569,9.920228e-7,0.549763,0.001147782,0.4484107,0.0002444546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00291221,0.03829836,0.0001054549,0.0003599009,0.0005855657,0.0002562809,0.00002617764,0.0002740172,0.957182],"genre_scores_gemma":[0.007992681,0.01082306,0.002571786,0.00004403572,0.0001068332,0.00006277074,0.000001455168,0.0001774938,0.9782199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2076797,"threshold_uncertainty_score":0.9995573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00733463167676928,"score_gpt":0.2600356721423774,"score_spread":0.2527010404656081,"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."}}