{"id":"W4224310389","doi":"10.1016/j.ultsonch.2022.106013","title":"Sonoactivated polycrystalline Ni electrodes for alkaline oxygen evolution reaction","year":2022,"lang":"en","type":"article","venue":"Ultrasonics Sonochemistry","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Crystallite; Electrode; Oxygen evolution; Oxygen; Materials science; Inorganic chemistry; Chemistry; Chemical engineering; Metallurgy; Electrochemistry; Organic chemistry; Physical 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":[0.0004254486,0.0003155821,0.0002841331,0.0001095543,0.0006241068,0.00003131886,0.0004085358,0.0001814125,0.0003460454],"category_scores_gemma":[0.0002416381,0.0003820436,0.0002141485,0.0004981791,0.00004222021,0.0001788745,0.00009275538,0.0004821183,0.00001534849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081615,"about_ca_system_score_gemma":0.0003427567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008729436,"about_ca_topic_score_gemma":0.0001099449,"domain_scores_codex":[0.9977346,0.00005692775,0.0003874374,0.0006381165,0.0004905192,0.0006924145],"domain_scores_gemma":[0.9987205,0.0001375207,0.0002747375,0.000534069,0.0001991589,0.0001340103],"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":[0.0004225364,0.0001780598,0.00004786837,0.00003799502,0.0001341006,0.000002516754,0.00004979582,0.002540994,0.9875165,0.004941724,0.003323398,0.0008044836],"study_design_scores_gemma":[0.001237272,0.0002007139,0.00003639247,0.000009359335,0.00009047515,0.00009268676,0.0003465415,0.004139235,0.8665457,0.002710371,0.1241375,0.0004536571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885798,0.0004974996,0.004770285,0.0005436212,0.0003500673,0.0002951946,0.00005355624,0.0005482577,0.00436176],"genre_scores_gemma":[0.9904003,0.00004290437,0.000909987,0.0001287765,0.0003292794,0.0002743099,0.002416356,0.00009450874,0.00540359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1209708,"threshold_uncertainty_score":0.9998631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007359325900618289,"score_gpt":0.2159673747197784,"score_spread":0.2086080488191601,"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."}}