{"id":"W2737867895","doi":"10.1149/ma2005-01/1/2","title":"Hydrogen Generation via Alcoholysis Reaction Using Ball-milled Mg-based Materials","year":2006,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ball (mathematics); Hydrogen; Ball mill; Materials science; Chemical engineering; Chemistry; Metallurgy; Mathematics; Organic chemistry; Engineering; Geometry","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"],"consensus_categories":[],"category_scores_codex":[0.001813051,0.0003235317,0.0004342989,0.0001560555,0.0004133292,0.0003214529,0.0002135009,0.0002297848,0.0004718503],"category_scores_gemma":[0.0001412971,0.0003208188,0.00009959782,0.0001727611,0.00005439818,0.0003743792,0.0000497019,0.00007792366,0.0005598878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841081,"about_ca_system_score_gemma":0.00009637329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030558,"about_ca_topic_score_gemma":0.00008543248,"domain_scores_codex":[0.9971815,0.0002644425,0.0009320767,0.0005815517,0.0004821637,0.0005582883],"domain_scores_gemma":[0.9986054,0.00007086644,0.0006439401,0.0004258902,0.0001364466,0.0001174722],"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":[0.0000319116,0.00007320344,0.0000271651,0.00002806045,0.000009195739,0.00004262177,0.0000325093,0.06207197,0.9374647,0.000003124248,0.0001850533,0.00003045786],"study_design_scores_gemma":[0.0004577603,0.00002540093,0.0001839245,0.00005430307,0.0000861452,0.00003156592,0.000009073246,0.002585322,0.9952108,0.00008304498,0.0009123069,0.0003603796],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995233,0.00007046478,0.0001498566,0.00006293219,0.001386608,0.0003074978,0.00004144679,0.0002838121,0.002464385],"genre_scores_gemma":[0.9935088,0.000002603659,0.004358352,0.0001130742,0.001626103,0.0000297232,0.000180233,0.00006282701,0.000118255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05948665,"threshold_uncertainty_score":0.9999244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492386972141795,"score_gpt":0.253770210602924,"score_spread":0.2288463408815061,"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."}}