{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004204032,0.00006368224,0.0001012167,0.00003004674,0.0001444979,0.000008943435,0.0001400614,0.00001788063,0.007301519],"category_scores_gemma":[0.000008617036,0.00006803004,0.00007085159,0.00009186411,0.00001273674,0.00002730853,0.00008329573,0.0001447011,0.0000127474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003920214,"about_ca_system_score_gemma":0.00003010876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006256777,"about_ca_topic_score_gemma":0.000009848773,"domain_scores_codex":[0.9994317,0.000008371449,0.0001462198,0.0001112449,0.0001542168,0.0001481967],"domain_scores_gemma":[0.9996951,0.000024018,0.00008457605,0.0001559848,0.00001849035,0.00002187579],"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":[0.00001263958,0.0001030252,0.0003626556,0.00002930375,0.00004923528,0.000009690884,0.0002442925,0.00008961712,0.9920926,0.00140854,0.004368434,0.001229962],"study_design_scores_gemma":[0.0004161352,0.00008514924,0.0001577578,0.00001238787,0.00004480101,0.00004745074,0.001540046,0.001977789,0.9552844,0.001043835,0.03921288,0.0001773438],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750261,0.0002263778,0.00002595588,0.000089579,0.00005950846,0.00002357703,0.0001546453,0.00003789212,0.02435631],"genre_scores_gemma":[0.9930655,0.000005041857,0.0001278689,0.00005527988,0.00002940269,0.00003302982,0.00008583187,0.0000141359,0.006583934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03680818,"threshold_uncertainty_score":0.993606,"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."}}