{"id":"W4307180143","doi":"10.1021/acs.langmuir.2c01495","title":"Streaming Potentials of Hyaluronic Acid Hydrogel Films","year":2022,"lang":"en","type":"article","venue":"Langmuir","topic":"Electrostatics and Colloid Interactions","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Ionic strength; Swelling; Chemistry; Electrolyte; Electrokinetic phenomena; Ionic bonding; Polyelectrolyte; Permeability (electromagnetism); Streaming current; Donnan potential; Chemical physics; Analytical Chemistry (journal); Ion; Chromatography; Polymer; Materials science; Aqueous solution; Composite material; Physical chemistry; Membrane; Organic chemistry","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":[0.0001758735,0.0003575921,0.000132285,0.0002066791,0.000109885,0.0002107958,0.0003084848,0.0001858594,0.0009116877],"category_scores_gemma":[0.0003018714,0.0001031897,0.0001547173,0.000261608,0.0002457966,0.0002967123,0.0001549867,0.00046073,0.0001137712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003559081,"about_ca_system_score_gemma":0.0001153433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617345,"about_ca_topic_score_gemma":0.0001506056,"domain_scores_codex":[0.9998864,0.0000131849,0.000007020745,0.00002662042,0.00005049574,0.00001621468],"domain_scores_gemma":[0.9998728,0.00004886481,0.00002928643,0.0000062065,0.00002729358,0.00001547687],"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":[0.00002191047,0.000003761051,0.00009936565,0.00003115452,0.000003412362,0.00004076076,0.00003206365,0.0001771896,0.9978017,0.0002746634,0.00002554017,0.001488394],"study_design_scores_gemma":[0.000006457764,0.00004763484,0.0009398299,0.000007198538,0.000005822686,0.00005975443,0.00002668734,0.003040654,0.9951161,0.000211757,0.0005312432,0.000006850503],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848231,0.001396175,0.009849328,0.0001033478,0.00002779792,0.00002201876,0.0003719826,0.00008780389,0.003318477],"genre_scores_gemma":[0.9948362,0.0009515247,0.002910057,0.0000299968,0.00001185141,0.00002716391,0.0001909327,0.00001730731,0.001025038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009116877,"threshold_uncertainty_score":0.00304991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00667360397745592,"score_gpt":0.2288550240286399,"score_spread":0.222181420051184,"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."}}