{"id":"W6921759285","doi":"10.1021/jp204848p.s001","title":"Heat-Treated Nonprecious Catalyst Using Fe and Nitrogen-Rich 2,3,7,8-Tetra(pyridin-2-yl)pyrazino[2,3-<i>g</i>]quinoxaline Coordinated Complex for Oxygen Reduction Reaction in PEM Fuel Cells","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Metal-Catalyzed Oxygenation Mechanisms","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Catalysis; X-ray photoelectron spectroscopy; Pyrolysis; Proton exchange membrane fuel cell; Carbon black; Carbide; Metal; Oxygen","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":[0.0001003918,0.000216987,0.0001978957,0.000118596,0.00007559631,0.0001397545,0.0003612338,0.0002541799,0.0003905771],"category_scores_gemma":[0.0001125455,0.0001279319,0.0001398129,0.0001050314,0.00009773106,0.0001752843,0.000118842,0.000213912,0.0001367158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599982,"about_ca_system_score_gemma":0.00006795598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005405814,"about_ca_topic_score_gemma":0.001400278,"domain_scores_codex":[0.9999323,0.000006632632,0.000005330344,0.00001954048,0.00002437159,0.000011911],"domain_scores_gemma":[0.9999719,0.000004282429,0.000008098916,0.000004008945,0.000006610578,0.00000514164],"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":[0.00003208303,0.000007958067,0.00005816616,0.00003926253,0.000002570124,0.00002855667,0.000005888304,0.0001051551,0.998722,0.00002363562,0.00001332823,0.0009613911],"study_design_scores_gemma":[0.000002776025,0.00005627044,0.0004508,0.000002017812,0.000004217773,0.00003374625,0.000004595996,0.0006826236,0.9983955,0.000005289697,0.000360443,0.000001809038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951186,0.0006267649,0.003239765,0.00002469493,0.00001332469,0.00001733612,0.00008033124,0.00004277907,0.0008364428],"genre_scores_gemma":[0.9959911,0.0003043192,0.002556667,0.000009834559,0.000002697299,0.000009985983,0.0001021611,0.00001008658,0.001013112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005405814,"threshold_uncertainty_score":0.001306653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0448373242458938,"score_gpt":0.2642117689078082,"score_spread":0.2193744446619144,"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."}}