{"id":"W4211231266","doi":"10.1002/0471440264.pst042.pub2","title":"Cellulose","year":2018,"lang":"en","type":"other","venue":"Encyclopedia of Polymer Science and Technology","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cellulose; Cellulosic ethanol; Cellophane; Microcrystalline cellulose; Polymer science; Chemical engineering; Materials science; Chemistry; 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":[0.0004103884,0.0002453293,0.0004142653,0.001298375,0.0001332576,0.00001906919,0.000987391,0.0002686304,0.002216372],"category_scores_gemma":[0.0003191405,0.0001997629,0.00002331292,0.001405309,0.009412223,0.0001121381,0.0009362097,0.0001497079,0.0005613512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003358639,"about_ca_system_score_gemma":0.0003731291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009728676,"about_ca_topic_score_gemma":0.00004356692,"domain_scores_codex":[0.9977469,0.00001835255,0.0002394549,0.0006995344,0.0006683237,0.0006273889],"domain_scores_gemma":[0.9987999,0.00003928974,0.0002403774,0.0006225491,0.0001861109,0.0001118038],"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":[0.000009600651,0.0001094646,0.0005933324,0.0001954746,0.00002531681,0.00004030302,0.0001735213,7.136906e-9,0.5473716,0.02135581,0.3776995,0.05242614],"study_design_scores_gemma":[0.0001220398,0.0001406013,0.000008160046,0.00007673828,0.00001254049,0.000008444427,0.00009103903,0.000001927231,0.5507129,0.001054445,0.4475511,0.0002199988],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006033359,0.01635197,0.0000976467,0.0003931731,0.0006665636,0.0002446801,0.00002360731,0.0003605788,0.9758284],"genre_scores_gemma":[0.01012265,0.005890111,0.002404207,0.00002666119,0.0002980162,0.00005153637,0.000001569842,0.0001616372,0.9810436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06985165,"threshold_uncertainty_score":0.9986957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772444942218457,"score_gpt":0.267202795795425,"score_spread":0.2594783463732404,"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."}}