{"id":"W4361269618","doi":"10.1002/tcr.202200266","title":"Bioresource Polymer Composite for Energy Generation and Storage: Developments and Trends","year":2023,"lang":"en","type":"review","venue":"The Chemical Record","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Composite number; Energy storage; Materials science; Environmental science; Composite material; Physics","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":[0.0007092404,0.0008419657,0.0008118412,0.00281927,0.0002773392,0.0008788485,0.0005690636,0.0008737444,0.002231479],"category_scores_gemma":[0.0005030454,0.0003656395,0.0005125084,0.00331992,0.00039678,0.001404426,0.0005503356,0.001367033,0.001104269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004977861,"about_ca_system_score_gemma":0.0009491606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007538078,"about_ca_topic_score_gemma":0.001725476,"domain_scores_codex":[0.9997442,0.00002879317,0.00003517768,0.00005061598,0.0001153474,0.00002578851],"domain_scores_gemma":[0.999702,0.0001516309,0.0000516993,0.00001014965,0.0000663993,0.00001799677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004728169,0.0001166788,0.0002394482,0.03828022,0.0001053815,0.0002800729,0.0001360968,0.0005637852,0.0150794,0.008626699,0.01073964,0.9257854],"study_design_scores_gemma":[0.000009741157,0.0001507088,0.0009948207,0.003996459,0.0001130474,0.001162072,0.00009243748,0.0001780413,0.005834448,0.001672305,0.9857672,0.00002867755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003761116,0.9978074,0.0001805975,0.0001170797,0.000138788,0.000005141012,0.0000130434,0.00000521779,0.001356626],"genre_scores_gemma":[0.001076333,0.9980088,0.0002918836,0.00008298959,0.00006212978,0.000006613047,0.00001677473,0.000001538958,0.000452927],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00281927,"threshold_uncertainty_score":0.007465065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05349209035937078,"score_gpt":0.3221840548727249,"score_spread":0.2686919645133541,"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."}}