{"id":"W1987663110","doi":"10.1002/mabi.200800064","title":"Molecular Flexibility of Methylcelluloses of Differing Degree of Substitution by Combined Sedimentation and Viscosity Analysis","year":2008,"lang":"en","type":"article","venue":"Macromolecular Bioscience","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"Biotechnology and Biological Sciences Research Council","keywords":"Substitution (logic); Sedimentation; Degree (music); Flexibility (engineering); Chemistry; Viscosity; Intrinsic viscosity; Thermodynamics; Organic chemistry; Polymer; Geology; Mathematics; Philosophy; Statistics; Physics; Geomorphology","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":[0.0001406812,0.00007560819,0.0001879419,0.00004258605,0.00009967118,0.000005842856,0.0001661117,0.0000334316,0.00001641252],"category_scores_gemma":[0.00002245362,0.00004009241,0.00008570126,0.001271781,0.0004148668,0.00005744511,0.00006000487,0.0000298378,2.659852e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009266418,"about_ca_system_score_gemma":0.000007536882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002397058,"about_ca_topic_score_gemma":0.000009029189,"domain_scores_codex":[0.9991625,0.00004914212,0.0002467804,0.0002181816,0.0002248976,0.00009852118],"domain_scores_gemma":[0.9995643,0.00003485025,0.0001780325,0.00008470162,0.00008611551,0.0000519652],"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":[0.000008387437,0.0001158213,0.009891882,0.000007774287,0.00001959227,6.202609e-7,0.00002600181,0.00004562648,0.9887121,0.0006231974,9.319417e-7,0.0005480313],"study_design_scores_gemma":[0.00007482414,0.00009249987,0.1102929,0.000006160222,0.00004884923,0.00000147965,0.00001924053,0.001278468,0.8879972,0.0001252743,0.000004574948,0.00005854153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930935,0.0001552244,0.006417138,0.00009258313,0.00000905822,0.0001181256,0.00006896415,0.00001058126,0.00003483962],"genre_scores_gemma":[0.9992569,0.00002997188,0.0006534446,0.0000202245,0.000001498104,0.000004176112,0.00002974356,3.713827e-7,0.000003680572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007149,"threshold_uncertainty_score":0.1634921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02731957028831,"score_gpt":0.2447517363507116,"score_spread":0.2174321660624016,"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."}}