{"id":"W3199099242","doi":"10.1016/j.cej.2021.132558","title":"Advanced electrocatalysts with Dual-metal doped carbon Materials: Achievements and challenges","year":2021,"lang":"en","type":"article","venue":"Chemical Engineering Journal","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":55,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nanotechnology; Homonuclear molecule; Heteronuclear molecule; Dual (grammatical number); Materials science; Chemistry; Computer science; Molecule","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":[],"consensus_categories":[],"category_scores_codex":[0.0001597082,0.000260509,0.0003211885,0.00009000162,0.0000540972,0.0000566067,0.0001220719,0.0001124328,0.00003457542],"category_scores_gemma":[0.00009976616,0.0002291896,0.000050024,0.0001762975,0.00002622662,0.0001759582,0.0000825793,0.0003541603,0.000003645436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642553,"about_ca_system_score_gemma":0.0000733767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001110022,"about_ca_topic_score_gemma":0.000006060187,"domain_scores_codex":[0.9985718,0.00002356231,0.0002675471,0.0003119601,0.0003592988,0.0004658658],"domain_scores_gemma":[0.9993234,0.00003908418,0.00008557259,0.00021032,0.000127802,0.000213816],"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":[0.00006933775,0.00003603561,0.000007331957,0.00006614307,0.0001798667,0.0002201482,0.00005939345,0.0007581906,0.9953168,0.0005968639,0.00000447778,0.00268541],"study_design_scores_gemma":[0.001123337,0.00009052706,0.00006030621,0.0001084448,0.00006406201,0.0017521,0.00003452925,0.0003473223,0.994163,0.00004806404,0.001920707,0.0002876059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942349,0.004487881,0.000165044,0.000277007,0.0001761014,0.00003486795,4.984162e-7,0.0001007647,0.0005228919],"genre_scores_gemma":[0.9960209,0.001199061,0.002291449,0.00002731618,0.0002611298,0.000008060236,0.00002712398,0.00006260118,0.0001023172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003288819,"threshold_uncertainty_score":0.9346082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006945118007993033,"score_gpt":0.1874047270584661,"score_spread":0.180459609050473,"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."}}