{"id":"W4220767221","doi":"10.5772/intechopen.98825","title":"Structural, Optical, and Electrical Studies of PAN-Based Gel Polymer Electrolytes for Solid-State Battery Applications","year":2022,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Advanced Battery Materials and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Crystallinity; Differential scanning calorimetry; Glass transition; Polymer; Ceramic; Electrolyte; Ultimate tensile strength; Dynamic mechanical analysis; Chemical engineering; Composite material; Chemistry; Electrode; Physical chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000228002,0.0003310314,0.0002084611,0.000206926,0.0001398131,0.0001766345,0.0002224096,0.0002519281,0.0009032725],"category_scores_gemma":[0.0002496206,0.0001557923,0.0001944108,0.0003353083,0.0001035208,0.0004445937,0.0001140735,0.0004020417,0.0002157165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000143203,"about_ca_system_score_gemma":0.0001102924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003063771,"about_ca_topic_score_gemma":0.000735632,"domain_scores_codex":[0.9999063,0.00001096614,0.00001057804,0.00001794067,0.00003889839,0.00001525854],"domain_scores_gemma":[0.9998733,0.00002759913,0.00002701191,0.000006106569,0.00004789033,0.00001802067],"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":[0.00003039438,0.00001437619,0.00008193359,0.00007720532,0.000003487047,0.00004154149,0.00001671701,0.00008582473,0.9983057,0.0000366912,0.00002930778,0.001276948],"study_design_scores_gemma":[0.000002799736,0.0001334694,0.001021179,0.000005720204,0.000008210428,0.00009754994,0.00002431044,0.0006422964,0.9968906,0.00002001246,0.001149123,0.000004727427],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905785,0.003331467,0.003653888,0.0001000377,0.0000518794,0.00003628241,0.000431913,0.00007103663,0.001745099],"genre_scores_gemma":[0.9889688,0.003155565,0.004832192,0.00003776758,0.00001361094,0.00004744436,0.0004535785,0.000025122,0.002465933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009032725,"threshold_uncertainty_score":0.003021777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336290653157679,"score_gpt":0.272083923962537,"score_spread":0.2487210174309602,"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."}}