{"id":"W4416328939","doi":"10.2139/ssrn.5767443","title":"In-situ (001) Crystal Plane Derived C, N-FeNbO4 Microrods on Ni Foam for Alkaline Water/Seawater Oxidation","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Tafel equation; Catalysis; Corrosion; Nucleation; Oxygen evolution; Electrochemistry; Oxide; Crystal (programming language); Adsorption","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":[0.0001046409,0.0002366395,0.000251517,0.0001013356,0.0002030218,0.0002044114,0.0003382739,0.0002808936,0.002116185],"category_scores_gemma":[0.000157926,0.0001537007,0.0001270636,0.0000812787,0.0001419547,0.0002029092,0.0001959484,0.0002676887,0.0003198085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590955,"about_ca_system_score_gemma":0.0001256755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001286306,"about_ca_topic_score_gemma":0.003369273,"domain_scores_codex":[0.9999073,0.000004383174,0.000003807572,0.00002355395,0.00003058048,0.00003033573],"domain_scores_gemma":[0.9999578,0.00000942429,0.000007966713,0.000005636331,0.00001246969,0.000006637257],"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":[0.00006286217,0.000006751492,0.0001270562,0.00005217693,0.000002263769,0.00002522248,0.00004022132,0.00007186627,0.9971064,0.00006039351,0.0001233742,0.002321463],"study_design_scores_gemma":[0.000003465701,0.00004293921,0.0006328055,0.000002047502,0.000002950365,0.00001594647,0.00002986905,0.0004282583,0.9980146,0.00001270073,0.0008118842,0.000002527064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951842,0.0002263658,0.001723174,0.00007266493,0.00004184744,0.0000120803,0.000192387,0.0001025846,0.002444613],"genre_scores_gemma":[0.994764,0.0001015373,0.002571636,0.00001749017,0.000005920322,0.00001455181,0.0001101504,0.00002929449,0.002385503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002116185,"threshold_uncertainty_score":0.007079303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007693279612359279,"score_gpt":0.2392809049101034,"score_spread":0.2315876252977441,"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."}}