{"id":"W4366824955","doi":"10.1016/j.mlblux.2023.100193","title":"Recycling marine plastic waste to energy storage devices","year":2023,"lang":"en","type":"article","venue":"Materials Letters X","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of Kitakyushu","keywords":"Supercapacitor; Activated carbon; Materials science; Raw material; Specific surface area; Capacitance; Volume (thermodynamics); Carbon fibers; Microporous material; Surface-area-to-volume ratio; Energy storage; Electrode; Waste management; Chemical engineering; Environmental science; Composite material; Chemistry; Organic chemistry; Catalysis","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":[0.0001536378,0.0006765224,0.0003194749,0.001091244,0.0004383587,0.0008589444,0.000540347,0.000403207,0.002887128],"category_scores_gemma":[0.0001807756,0.0001522278,0.0004556993,0.0008768907,0.0002249255,0.0007183846,0.0004859345,0.0003596948,0.001293709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003728214,"about_ca_system_score_gemma":0.0003179641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000498731,"about_ca_topic_score_gemma":0.00141565,"domain_scores_codex":[0.9998263,0.00001690882,0.00001305139,0.00003189267,0.00007690777,0.00003497717],"domain_scores_gemma":[0.9999318,0.00001085282,0.0000116262,0.00001228272,0.00002605116,0.000007257642],"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":[0.0001600688,0.00009265043,0.001125415,0.0007934386,0.00006094113,0.0008694258,0.00008440577,0.0009022166,0.9181685,0.001835307,0.000957133,0.07495054],"study_design_scores_gemma":[0.000003526908,0.00007798978,0.0004972882,0.00003982215,0.00002736031,0.0003550712,0.00005672119,0.00103372,0.9823836,0.0002560428,0.01526008,0.000008774921],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8399056,0.02601097,0.0960936,0.001266956,0.001060458,0.0003155525,0.001517016,0.001141262,0.03268854],"genre_scores_gemma":[0.9450838,0.01110733,0.02426322,0.0003361529,0.00008673641,0.00007516964,0.0005928709,0.00009099552,0.01836369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002887128,"threshold_uncertainty_score":0.009658396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707242974775987,"score_gpt":0.2285549243473078,"score_spread":0.2114824945995479,"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."}}