{"id":"W1970167144","doi":"10.1111/j.1745-4603.2004.tb00822.x","title":"STEADY‐SHEAR RHEOLOGY OF CONCENTRATED CHITOSAN SOLUTIONS","year":2004,"lang":"en","type":"article","venue":"Journal of Texture Studies","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Rheology; Chitosan; Materials science; Shear (geology); Chemical engineering; Composite material; Engineering","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":[0.0002206655,0.000233852,0.0002025684,0.0002999539,0.0002437812,0.0003193476,0.0001886925,0.0002193772,0.00318408],"category_scores_gemma":[0.0005273819,0.000114377,0.000222354,0.0002673541,0.0002420931,0.0002614512,0.0001048054,0.0007463226,0.0002963671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003138958,"about_ca_system_score_gemma":0.000198675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710169,"about_ca_topic_score_gemma":0.0009435365,"domain_scores_codex":[0.9998747,0.0000160782,0.00001252034,0.00002682178,0.00003422017,0.00003566887],"domain_scores_gemma":[0.9997239,0.00008950497,0.00003917622,0.00002198323,0.00009002513,0.00003540002],"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":[0.0004055524,0.00003691719,0.0003685057,0.00005088885,0.0000153697,0.00006915421,0.00006803774,0.0002075223,0.995911,0.0001035898,0.0001352323,0.002628265],"study_design_scores_gemma":[0.00003018258,0.0003661964,0.009962546,0.00002053795,0.00002953011,0.00005107078,0.00006967525,0.002440033,0.986178,0.00004913594,0.0007848183,0.00001814837],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946886,0.0006481057,0.001290023,0.0001003709,0.00005285018,0.00001975747,0.0002600427,0.00003538856,0.002904885],"genre_scores_gemma":[0.9964626,0.0003317356,0.000661619,0.00006719992,0.0000216326,0.00001627821,0.0002917682,0.00001468734,0.002132438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00318408,"threshold_uncertainty_score":0.01065183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04705974386061028,"score_gpt":0.2842217817650518,"score_spread":0.2371620379044415,"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."}}