{"id":"W2096304761","doi":"10.1016/j.ijhydene.2015.09.123","title":"Cold spray as a novel method for development of nickel electrode coatings for hydrogen production","year":2015,"lang":"en","type":"article","venue":"International Journal of Hydrogen Energy","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Concordia University","funders":"Fonds de Recherche du Québec - Santé; McGill University; Fonds Québécois de la Recherche sur la Nature et les Technologies; Olympus; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Materials science; Electrode; Gas dynamic cold spray; Residual stress; Dielectric spectroscopy; Coating; Polarization (electrochemistry); Electrolysis; Nickel; Metallurgy; Microstructure; Electrochemistry; Hydrogen; Electrolyte; Peening; Composite material; Chemical engineering; 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":[0.0007704844,0.0001806751,0.0002932894,0.0002734963,0.00003691085,0.00002567681,0.0003999286,0.00009900884,0.000004776581],"category_scores_gemma":[0.0003720986,0.0001755898,0.0001651557,0.0001229134,0.00001867532,0.0001916772,0.00002861626,0.0001205577,0.000001347091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003553724,"about_ca_system_score_gemma":0.0003562262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001517815,"about_ca_topic_score_gemma":0.00003637113,"domain_scores_codex":[0.9982789,0.00002180064,0.0007767025,0.0001615713,0.0005487312,0.0002123569],"domain_scores_gemma":[0.9980773,0.00009814987,0.0003925512,0.0001102112,0.001198257,0.0001235175],"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":[0.0001137895,0.00009162423,0.00002856431,0.00001462183,0.0002965211,0.000003004693,0.0005603401,0.05100798,0.9444438,0.001606738,0.001096091,0.0007369567],"study_design_scores_gemma":[0.001049792,0.0001567352,0.000004251978,0.00006682726,0.00005580684,0.0002281697,0.00004154946,0.001670228,0.9301516,0.0002253926,0.06618798,0.0001616972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387965,0.0001700013,0.2593803,0.00023925,0.001134712,0.0001688234,0.00002122497,0.00003944643,0.00004976361],"genre_scores_gemma":[0.8166266,0.000006182437,0.1823747,0.00004483083,0.0005436797,0.00005832122,0.00002733382,0.00005419274,0.0002641266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07783008,"threshold_uncertainty_score":0.7160344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487248620114952,"score_gpt":0.2982884291022946,"score_spread":0.2734159429011451,"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."}}