{"id":"W2794092748","doi":"10.1039/c7se00548b","title":"Heteroatom-doped carbonaceous electrode materials for high performance energy storage devices","year":2018,"lang":"en","type":"article","venue":"Sustainable Energy & Fuels","topic":"Advancements in Battery Materials","field":"Engineering","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan; Quaid-i-Azam University","keywords":"Heteroatom; Doping; Energy storage; Materials science; Electrode; Nanotechnology; Chemical engineering; Chemistry; Optoelectronics; Organic chemistry; Engineering; Ring (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003336269,0.0004737616,0.000529297,0.0002085307,0.0002863176,0.0001722464,0.0004604407,0.0001712296,0.0004206556],"category_scores_gemma":[0.00003555883,0.0004870957,0.00004310807,0.0002437818,0.0001062477,0.0006026259,0.0001435327,0.00006121005,0.00001780679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005592389,"about_ca_system_score_gemma":0.00007842702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002956943,"about_ca_topic_score_gemma":0.00004766971,"domain_scores_codex":[0.9972751,0.00005758278,0.0005406657,0.0004843565,0.0003069217,0.001335439],"domain_scores_gemma":[0.9987192,0.00006319262,0.000130953,0.0005941568,0.0003782252,0.0001142944],"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":[0.0004560459,0.00009034888,0.00004043424,0.001469523,0.0003314067,0.00008055998,0.0002537785,0.01209657,0.9306141,0.04218862,0.007125508,0.005253145],"study_design_scores_gemma":[0.0005658948,0.0003175945,0.00005131077,0.00003165928,0.00003422347,0.00001081129,0.00009323653,0.0003085286,0.8612092,0.00279041,0.1340617,0.0005254735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762786,0.0004645743,0.01808432,0.0000437468,0.001633183,0.0002667636,0.00004196358,0.0005795656,0.002607269],"genre_scores_gemma":[0.9882334,0.00016342,0.0008354616,0.0004282544,0.00131038,0.000572458,0.00009210253,0.0001916039,0.008172936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269362,"threshold_uncertainty_score":0.9997581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005434340745243732,"score_gpt":0.2123112381444031,"score_spread":0.2068768973991594,"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."}}