{"id":"W4366606337","doi":"10.1021/acsaem.2c02443","title":"In Situ Sonoactivation of Polycrystalline Ni for the Hydrogen Evolution Reaction in Alkaline Media","year":2023,"lang":"en","type":"article","venue":"ACS Applied Energy Materials","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Queen's University","funders":"Centre National de la Recherche Scientifique; Mitacs; Natural Sciences and Engineering Research Council of Canada; Université de Poitiers; Queen's University; Norges Teknisk-Naturvitenskapelige Universitet; U.S. Department of Energy","keywords":"Overpotential; Crystallite; Sonication; Nickel; Electrolyte; Materials science; Electrochemistry; Hydrogen; Aqueous solution; Ultrasonic sensor; Sonochemistry; Metal; Inorganic chemistry; Electrode; Chemical engineering; Chemistry; Metallurgy; Physical chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000839043,0.0001955535,0.0003342062,0.0004230113,0.00005812295,0.00001402685,0.0002295122,0.000205671,0.00003319989],"category_scores_gemma":[0.00009790393,0.0001684656,0.00003995297,0.0008542595,0.0000426442,0.000184901,0.00007105299,0.00006227761,0.00001893479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075167,"about_ca_system_score_gemma":0.00005857801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00892186,"about_ca_topic_score_gemma":0.008235675,"domain_scores_codex":[0.9983667,0.00006197099,0.0005985182,0.0003178474,0.000285922,0.0003690226],"domain_scores_gemma":[0.9990285,0.0002773361,0.0002617008,0.0003409426,0.00006144642,0.00003006667],"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":[0.0003901028,0.000040505,0.000005536528,0.00002210244,0.00002902354,0.000001256483,0.0001170542,0.006869446,0.8833365,0.1078819,0.000217075,0.001089465],"study_design_scores_gemma":[0.001039795,0.00003006398,0.0005322428,0.00001927042,0.0000228261,0.00000145369,0.0001305963,0.0002890751,0.9760064,0.01630646,0.005457489,0.0001643051],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997771,0.00003307661,0.0003646082,0.0003484096,0.0003826838,0.0002100605,0.000008814332,0.00009890968,0.000782384],"genre_scores_gemma":[0.9980591,0.0001433187,0.0000501621,0.00007720613,0.0002848263,0.0003359125,0.0007841879,0.00005156507,0.0002137198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09266985,"threshold_uncertainty_score":0.9976778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01139337882812126,"score_gpt":0.2247722802685749,"score_spread":0.2133789014404536,"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."}}