{"id":"W4386566051","doi":"10.1016/j.ceramint.2023.09.067","title":"Enhanced electrochemical hydrogen storage performance of lanthanum zirconium oxide ceramic microstructures synthesized by a simple approach","year":2023,"lang":"en","type":"article","venue":"Ceramics International","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":142,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"University of Bonab","keywords":"Materials science; Microstructure; Pyrochlore; Zirconate; Hydrogen storage; Electrochemistry; Zirconium; Ceramic; Lanthanum; Chemical engineering; Oxide; Hydrogen; Inorganic chemistry; Metallurgy; Electrode; Organic chemistry; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002685032,0.0001651021,0.0002398231,0.0001020617,0.00008163739,0.00007231088,0.0004394004,0.0001115593,0.0004975543],"category_scores_gemma":[0.00007687391,0.0001541872,0.00007284892,0.0001435009,0.0001025174,0.0001456086,0.000103047,0.0001028407,0.0001622526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009970764,"about_ca_system_score_gemma":0.00004428904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001867885,"about_ca_topic_score_gemma":9.343439e-7,"domain_scores_codex":[0.9986651,0.00005562601,0.0003233831,0.0003227962,0.0003335598,0.000299522],"domain_scores_gemma":[0.9993836,0.00008743697,0.0001903393,0.0001957495,0.00008499382,0.00005793105],"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":[0.0001115222,0.00003980951,0.00008633266,0.00004601025,0.00002457976,9.901926e-7,0.0001116742,0.0004002647,0.9971389,0.0003552338,0.001612674,0.00007196994],"study_design_scores_gemma":[0.000407214,0.0000326053,0.001587632,0.00001197,0.000008850338,0.00001022957,0.00002438201,0.0142937,0.9823409,0.0001844121,0.0009313278,0.0001667548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977821,0.00002927911,0.0004746131,0.00005737992,0.0004397593,0.0001663302,0.0002225266,0.0001413304,0.0006867474],"genre_scores_gemma":[0.998475,0.00005775097,0.0004410163,0.00009298993,0.0001435468,0.00002226112,0.0004623626,0.00003258853,0.0002725113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01479801,"threshold_uncertainty_score":0.6287571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005321916644126371,"score_gpt":0.2249789094870034,"score_spread":0.219656992842877,"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."}}