{"id":"W2062183174","doi":"10.1002/app.12090","title":"Ionic conductivity and related properties of crosslinked chitosan membranes","year":2003,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Crystallinity; Membrane; Ultimate tensile strength; Epichlorohydrin; Swelling; Glutaraldehyde; Materials science; Chitosan; Chemical engineering; Polymer chemistry; Elongation; Conductivity; Ionic conductivity; Ionic strength; Composite material; Chemistry; Electrolyte; Aqueous solution; Organic chemistry; Physical chemistry","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":[0.0002840783,0.0003649394,0.000144349,0.0003017419,0.0001470281,0.0003503569,0.0001562767,0.0004406836,0.0007652245],"category_scores_gemma":[0.000673991,0.0001632113,0.0002357709,0.0002268002,0.0001880248,0.0003721796,0.0001635991,0.0003667392,0.0001754944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467537,"about_ca_system_score_gemma":0.0001720189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004262404,"about_ca_topic_score_gemma":0.0002502786,"domain_scores_codex":[0.9998124,0.00002325528,0.0000198604,0.00003100927,0.00007767158,0.00003570684],"domain_scores_gemma":[0.9995969,0.0001000905,0.0001280479,0.00002184393,0.0001140293,0.00003905222],"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":[0.00004216675,0.000006121873,0.00007989063,0.00001830475,0.000004202477,0.00002607558,0.00001134931,0.0001227469,0.9989656,0.00003657346,0.00001122113,0.0006758291],"study_design_scores_gemma":[0.000003844017,0.00004308909,0.0006782116,0.000003111289,0.000006720255,0.00005371943,0.000009574646,0.0004082026,0.9985513,0.00003034155,0.0002072334,0.00000468511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933833,0.001479701,0.003032333,0.00008776697,0.00002705694,0.00001838237,0.0002210908,0.00004498828,0.001705403],"genre_scores_gemma":[0.9965999,0.0006563014,0.001141331,0.00004980729,0.000009747838,0.00001796897,0.0002348851,0.00001084778,0.001279316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007652245,"threshold_uncertainty_score":0.00339222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862369568958649,"score_gpt":0.1895798743932602,"score_spread":0.1809561787036737,"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."}}