{"id":"W4220969860","doi":"10.1021/acs.biomac.1c01591","title":"Competing Effects of Hydration and Cation Complexation in Single-Chain Alginate","year":2022,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canada Excellence Research Chairs, Government of Canada; Canada Foundation for Innovation","keywords":"Chemistry; Polyelectrolyte; Hydrogen bond; Intramolecular force; Alginic acid; Counterion; Aqueous solution; Intermolecular force; Calcium alginate; Side chain; Polymer chemistry; Crystallography; Stereochemistry; Molecule; Polymer; Ion; Organic chemistry; Calcium","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001686735,0.0003571468,0.0003207857,0.0001912656,0.0003944481,0.0004718413,0.0005032583,0.0004046602,0.0009538384],"category_scores_gemma":[0.0006618734,0.0002245416,0.0002856505,0.0001987398,0.0005244856,0.0006729737,0.0004222355,0.0004630538,0.00007846355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005876696,"about_ca_system_score_gemma":0.0007333604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965844,"about_ca_topic_score_gemma":0.00355393,"domain_scores_codex":[0.99989,0.00001523678,0.000005243381,0.0000190265,0.00002917698,0.00004130115],"domain_scores_gemma":[0.9997755,0.0001024183,0.00004048929,0.00001060247,0.00003403079,0.00003691905],"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":[0.001284602,0.0008387639,0.01383166,0.0005318279,0.00028076,0.001072364,0.0006715354,0.425762,0.5318678,0.01047341,0.000826943,0.01255838],"study_design_scores_gemma":[0.0002353642,0.0005065394,0.004382327,0.00001473261,0.00009122932,0.00007918699,0.0001321621,0.8773423,0.1153724,0.001155254,0.0006416492,0.00004687116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986503,0.00007826446,0.0005931107,0.00003877884,0.000007238503,0.000007317223,0.00002242573,0.00001587681,0.000586768],"genre_scores_gemma":[0.9990976,0.00009029554,0.0005365899,0.00001763868,0.000002610135,0.00001076082,0.00003553596,0.00001033485,0.0001986298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004965844,"threshold_uncertainty_score":0.009873867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208924229349951,"score_gpt":0.2258765744747463,"score_spread":0.2137873321812468,"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."}}