{"id":"W2605309608","doi":"10.1002/9781118675601.ch2","title":"Assembly and Structure in Native Cellulosic Fibers","year":2017,"lang":"en","type":"other","venue":"","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; FPInnovations","funders":"","keywords":"Cellulose; Degree of polymerization; Crystallinity; Polymer; Hemicellulose; Cellulosic ethanol; Lignin; Amorphous solid; Polymerization; Polymer science; Cellulose fiber; Fiber; Chemical engineering; Materials science; Polymer chemistry; Macromolecule; Chemistry; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005760582,0.00007869029,0.00006306426,0.0001574654,0.00021123,0.000389248,0.0001084742,0.0001064318,0.0006246453],"category_scores_gemma":[0.00006975014,0.00009796675,0.00008478646,0.0001116786,0.0001406831,0.0002878332,0.0001081764,0.0001538861,0.0002958206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648295,"about_ca_system_score_gemma":0.00009154244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010722,"about_ca_topic_score_gemma":0.0008623546,"domain_scores_codex":[0.9999491,0.000003417117,0.000002192945,0.00001906929,0.00001400186,0.00001230081],"domain_scores_gemma":[0.9999754,0.000002205875,0.000006844802,0.000002293434,0.000006063754,0.000007203386],"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":[0.00009272936,0.00006739992,0.004485236,0.0001133031,0.00001178914,0.0003415552,0.0003375622,0.00099082,0.976082,0.005029813,0.0004165944,0.01203127],"study_design_scores_gemma":[0.00001609563,0.000307038,0.08627541,0.00006533694,0.00003292738,0.001332196,0.0005137328,0.01521711,0.8391191,0.003901094,0.05318849,0.00003148698],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771483,0.004052422,0.004626232,0.00006184545,0.00002594303,0.00001582216,0.0002695883,0.0000554342,0.01374434],"genre_scores_gemma":[0.9854589,0.001943991,0.002592383,0.00006686592,0.00002051146,0.0000152038,0.0006192208,0.0000196688,0.009263348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010722,"threshold_uncertainty_score":0.002089679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667480550158734,"score_gpt":0.3067983029161518,"score_spread":0.2901234974145645,"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."}}