{"id":"W4403445099","doi":"10.1021/acs.energyfuels.4c03934","title":"Design of Moisture-Enabled Electric Generators Utilizing sp- and sp<sup>2</sup>-Hybridized Two-Dimensional Carbon Materials: A Minireview and Perspectives","year":2024,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Graphene research and applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Beijing Municipal Natural Science Foundation; Beijing Institute of Technology; Natural Science Foundation of Hebei Province; National Natural Science Foundation of China","keywords":"Carbon fibers; Moisture; Chemistry; Materials science; Environmental science; Physics; Organic chemistry; Composite material","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":[0.0002935771,0.0005000891,0.0007276041,0.0005066977,0.0001836063,0.0007798568,0.0006176555,0.001039703,0.001289552],"category_scores_gemma":[0.0002999344,0.0004988175,0.0004221103,0.0005341738,0.0002619874,0.001388894,0.0004163836,0.0009694342,0.0009467667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003212485,"about_ca_system_score_gemma":0.0002476512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001750682,"about_ca_topic_score_gemma":0.0003893558,"domain_scores_codex":[0.9998926,0.00001242732,0.00001048204,0.00003154497,0.00003659804,0.00001628503],"domain_scores_gemma":[0.9998813,0.00005219435,0.0000210902,0.000006246218,0.00003008183,0.000009119431],"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":[0.0001169192,0.0001842306,0.0003840972,0.01821778,0.0002052264,0.0006493055,0.0003108025,0.005726695,0.321703,0.02074613,0.01320226,0.6185536],"study_design_scores_gemma":[0.00003147659,0.0008439163,0.001239194,0.00145576,0.0002031375,0.001427703,0.0002646186,0.00638331,0.1877457,0.005796627,0.7944928,0.0001157125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01498734,0.964451,0.0129083,0.0008005153,0.0007571314,0.00007506116,0.00005895446,0.0001046959,0.005857053],"genre_scores_gemma":[0.03240166,0.9425865,0.01742646,0.0006269246,0.0004532892,0.0001169111,0.000115465,0.00004978054,0.006223073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001289552,"threshold_uncertainty_score":0.004313946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661532588278424,"score_gpt":0.2741909460080286,"score_spread":0.2475756201252443,"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."}}