{"id":"W2088634546","doi":"10.1007/s10570-014-0425-x","title":"Structure of swollen carboxylated cellulose fibers","year":2014,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cellulose; Materials science; Periodate; Swelling; Cellulose fiber; Microfibril; Composite material; Kraft paper; Fiber; Chemical engineering; Polymer chemistry; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003828132,0.0003219155,0.0005392982,0.0001557563,0.0001275528,0.00003667676,0.0005751421,0.0001540768,0.001553601],"category_scores_gemma":[0.0003615842,0.0002709616,0.0001289944,0.0003826311,0.0004644754,0.0001869082,0.0003269297,0.0002522916,0.0002758555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008950853,"about_ca_system_score_gemma":0.00007534305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001084191,"about_ca_topic_score_gemma":0.00002169575,"domain_scores_codex":[0.9973339,0.0002329681,0.0005054542,0.0005787422,0.0006468481,0.0007020814],"domain_scores_gemma":[0.998229,0.0003245813,0.0002548283,0.0007317431,0.0002310361,0.0002288538],"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":[0.00005602018,0.00005348874,0.0001815826,0.0001416007,0.00002191829,0.00001067199,0.0005375891,0.000199002,0.994898,0.001414251,0.001198512,0.001287315],"study_design_scores_gemma":[0.0006315682,0.0001571436,0.0002507146,0.00004173881,0.00002748658,0.00000378958,0.0001009981,0.000657783,0.9887117,0.003430229,0.005690179,0.0002966289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884166,0.0007804667,0.001384892,0.0001100253,0.0004705476,0.0003320722,0.00004978189,0.0001470897,0.008308575],"genre_scores_gemma":[0.9926869,0.00005347998,0.003388488,0.00004612948,0.0001672016,0.000008749041,0.00002196703,0.0000468895,0.003580173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006186307,"threshold_uncertainty_score":0.9999743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111718480078163,"score_gpt":0.2545670947364417,"score_spread":0.24344990993566,"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."}}