{"id":"W1965343162","doi":"10.3390/en4010001","title":"A Review of Recent Advances on the Effects of Microstructural Refinement and Nano-Catalytic Additives on the Hydrogen Storage Properties of Metal and Complex Hydrides","year":2010,"lang":"en","type":"review","venue":"Energies","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Wojskowa Akademia Techniczna; University of Waterloo","keywords":"Hydrogen storage; Hydride; Catalysis; Hydrogen; Materials science; Ball mill; Metal; Chemical engineering; Desorption; Inorganic chemistry; Metal halides; Magnesium hydride; Dehydrogenation; Chemistry; Metallurgy; Physical chemistry; Adsorption; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007037863,0.0003810312,0.001596037,0.00006443528,0.0001075182,0.00002745818,0.0003894937,0.00008593209,0.0001853915],"category_scores_gemma":[0.0005879842,0.0001615888,0.0001642686,0.0001103383,0.0007589112,0.00007947805,0.0002242685,0.0001153922,0.000003498394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001706256,"about_ca_system_score_gemma":0.00006557281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003083227,"about_ca_topic_score_gemma":0.000007105929,"domain_scores_codex":[0.9979486,0.0005128937,0.0007299468,0.0003270424,0.0002908306,0.0001906271],"domain_scores_gemma":[0.9977944,0.0006158512,0.0009519778,0.0005233149,0.00008025016,0.00003416578],"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":[0.00003316568,0.00004407631,1.135882e-7,0.1381238,0.0001358338,0.000002671421,0.0002979112,0.000001406906,0.7634052,0.000799034,0.0003668605,0.09678991],"study_design_scores_gemma":[0.00005853825,0.0001529718,6.231589e-7,0.04137881,0.0002967087,0.00001109491,0.00002689596,1.551447e-7,0.5157707,0.00002505005,0.44215,0.0001284342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2759118,0.7228692,3.537775e-8,0.00004701374,0.0002065794,0.0007445735,0.0001652013,0.000008521843,0.00004716585],"genre_scores_gemma":[0.01624357,0.9833083,0.00003455304,0.0001067026,0.00004960772,0.0001652115,0.000025742,0.00002470663,0.00004167203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4417832,"threshold_uncertainty_score":0.6589398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03995431861055789,"score_gpt":0.2848519483325875,"score_spread":0.2448976297220296,"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."}}