{"id":"W4366747906","doi":"10.1016/j.cej.2023.143159","title":"Novel nanoarchitecture of 3D ion transfer channel containing nanocomposite solid polymer electrolyte membrane based on holey graphene oxide and chitosan biopolymer","year":2023,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Materials science; Graphene; Chemical engineering; Electrolyte; Ionic conductivity; Nanocomposite; Electrochemical window; Anode; Electrochemistry; Oxide; Membrane; Polymer; Lithium (medication); Nanotechnology; Composite material; Electrode; 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":[0.00006270266,0.0002302225,0.0001430394,0.0001953859,0.0001919193,0.0002776694,0.0004346441,0.0005290774,0.0009175075],"category_scores_gemma":[0.00008431769,0.0001676908,0.0001746834,0.000116116,0.000202998,0.0003558604,0.0001441849,0.0002448208,0.0001695528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895093,"about_ca_system_score_gemma":0.0001854626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005145896,"about_ca_topic_score_gemma":0.0008720343,"domain_scores_codex":[0.9999423,0.00000276001,0.00000326483,0.00001967206,0.00001668946,0.00001538148],"domain_scores_gemma":[0.9999448,0.000008960988,0.00001724242,0.000006343829,0.000009303018,0.00001329523],"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":[0.00003609857,0.00001737312,0.00007946227,0.0000318515,0.000004909028,0.00006011229,0.0000112411,0.0003178548,0.9982004,0.0002462846,0.0001032191,0.000891131],"study_design_scores_gemma":[0.00001821195,0.0001616064,0.00183511,0.000004727203,0.00001585988,0.00009892508,0.00002606178,0.007743016,0.9886191,0.0000994074,0.001358991,0.00001886492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905447,0.000396194,0.005886593,0.0001582804,0.00007602942,0.0000189869,0.0002335733,0.0004635057,0.002222054],"genre_scores_gemma":[0.9947451,0.0001186883,0.003749069,0.0000448291,0.00000892328,0.00001978003,0.0001012123,0.00001153282,0.001200848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009175075,"threshold_uncertainty_score":0.003069341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00683145630589291,"score_gpt":0.2081751551062704,"score_spread":0.2013436988003775,"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."}}