{"id":"W1966643322","doi":"10.1021/bm0492834","title":"Swelling Behavior of Hyaluronic Acid/Polyallylamine Hydrochloride Multilayer Films","year":2005,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Swelling; Polyelectrolyte; Ionic strength; Chemical engineering; Biopolymer; Hydrochloride; Materials science; Polymer chemistry; Dissociation (chemistry); Chemistry; Ionic bonding; Composite material; Polymer; Organic chemistry; Aqueous solution; Ion","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001752345,0.0002431085,0.0003128091,0.0001172816,0.0001189987,0.00004704515,0.0003420821,0.00007824626,0.0009613585],"category_scores_gemma":[0.00004750793,0.0002219477,0.0001334574,0.0001607937,0.000187462,0.0002322425,0.0001702647,0.00008378954,0.0007793236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004935828,"about_ca_system_score_gemma":0.00003776395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001596869,"about_ca_topic_score_gemma":0.00009113426,"domain_scores_codex":[0.9982745,0.00004715626,0.0005101585,0.0003950664,0.0003526009,0.0004205132],"domain_scores_gemma":[0.9991178,0.00007108488,0.0002374698,0.0003871652,0.00009463645,0.00009183619],"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":[0.00003599401,0.0001547717,0.0003648425,0.00001395154,0.00001964969,0.00001805788,0.000244075,0.00003407677,0.9955118,0.00004100992,0.000267442,0.003294383],"study_design_scores_gemma":[0.0003360532,0.00007134199,0.00114688,0.00003631725,0.0000447817,0.00003209609,0.0001177291,0.0003070412,0.9952767,0.000007253289,0.002390681,0.0002331341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995265,0.002324587,0.0005915088,0.0001556744,0.0005313819,0.0001648813,0.00006717227,0.0001406332,0.0007591711],"genre_scores_gemma":[0.9922685,0.00003959498,0.006819647,0.00008347434,0.00009582896,0.00004828626,0.000006370325,0.00003222358,0.0006060427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006228138,"threshold_uncertainty_score":0.9999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580712251121511,"score_gpt":0.2744658301399426,"score_spread":0.2586587076287274,"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."}}