{"id":"W2099938366","doi":"10.14447/jnmes.v16i2.12","title":"Preparation and Proton Conductivity of a Novel Polymer Composite Membrane PVDF- CsAl(SO<sub>4</sub>)<sub>2</sub>·12H<sub>2</sub>O","year":2013,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Solid-state spectroscopy and crystallography","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conductivity; Electrolyte; Composite number; Membrane; Materials science; Polymer; Composite material; Analytical Chemistry (journal); Chemical engineering; Chemistry; Chromatography; Electrode; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.004519367,0.002405817,0.005038158,0.001144298,0.0009719621,0.002196163,0.00212313,0.001668645,0.000337867],"category_scores_gemma":[0.0006545084,0.002150242,0.001311151,0.001515675,0.001092096,0.003111415,0.0005758172,0.001029636,0.0001120224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030267,"about_ca_system_score_gemma":0.001238554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002199946,"about_ca_topic_score_gemma":0.0001390224,"domain_scores_codex":[0.9832283,0.001259409,0.006004753,0.002532867,0.003496898,0.003477763],"domain_scores_gemma":[0.9873258,0.0008081447,0.006134217,0.001725899,0.002244498,0.001761368],"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":[0.005922784,0.001456721,0.00007887473,0.002451866,0.0008078205,0.00004330773,0.0008721176,0.00006421509,0.9807885,0.001032937,0.006358243,0.0001225858],"study_design_scores_gemma":[0.007347289,0.003202988,0.0002689234,0.001480933,0.0008580912,0.001561249,0.0001011704,0.0005163663,0.9762864,0.0009595511,0.005236351,0.002180747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796724,0.004461282,0.002704144,0.000655519,0.003429334,0.007615391,0.000726365,0.0004210288,0.0003145065],"genre_scores_gemma":[0.9922922,0.00115581,0.000852894,0.0002696922,0.003335841,0.0011478,0.000311128,0.0004280039,0.0002066744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261973,"threshold_uncertainty_score":0.9996274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284717307215593,"score_gpt":0.2636517234611573,"score_spread":0.2508045503890013,"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."}}