{"id":"W2078749118","doi":"10.2320/matertrans.47.1052","title":"Solid-State Synthesis of Hydrogen Storage Mg<SUB>2</SUB>Co Alloys <I>via</I> Bulk Mechanical Alloying","year":2006,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dehydrogenation; Materials science; Hydrogen storage; Reactivity (psychology); Hydrogen; Magnesium; Cobalt; Solid-state; Phase (matter); Chemical engineering; Inorganic chemistry; Metallurgy; Physical chemistry; Catalysis; Organic chemistry; Chemistry; Alloy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002894748,0.001219765,0.002234443,0.0005586451,0.0009461577,0.0005684114,0.001237344,0.0007336727,0.007247102],"category_scores_gemma":[0.0001176396,0.001229393,0.0006443232,0.0005508107,0.0004797099,0.001063408,0.0001212769,0.0002347166,0.00168051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003450139,"about_ca_system_score_gemma":0.000322486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368561,"about_ca_topic_score_gemma":0.0005295189,"domain_scores_codex":[0.9910963,0.001118095,0.002837051,0.001651664,0.001398418,0.001898442],"domain_scores_gemma":[0.996284,0.0003738592,0.001023624,0.001415629,0.0003373419,0.0005655127],"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":[0.0004086567,0.0007168747,8.125261e-7,0.0003627325,0.0002027723,0.000185551,0.0003142341,0.002284791,0.9940613,0.0004755915,0.0006401112,0.0003465769],"study_design_scores_gemma":[0.001053706,0.0001787881,0.00005945591,0.0001972946,0.0006180448,0.0001764337,0.00001859835,0.0001800968,0.9813523,0.0009276312,0.01398519,0.001252506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664169,0.0003301674,0.02434689,0.0002129214,0.002800866,0.001355601,0.003184861,0.0008265,0.000525323],"genre_scores_gemma":[0.9951378,0.0003674673,0.001834775,0.0001345039,0.000708542,0.0006060042,0.0001713714,0.000319871,0.0007196868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02872091,"threshold_uncertainty_score":0.9990968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114634099272722,"score_gpt":0.2410144548665645,"score_spread":0.2295510449392923,"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."}}