{"id":"W1964006821","doi":"10.3390/met2030329","title":"Application of Severe Plastic Deformation Techniques to Magnesium for Enhanced Hydrogen Sorption Properties","year":2012,"lang":"en","type":"article","venue":"Metals","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Norges Forskningsråd; Ministry of Education of Perm Territory","keywords":"Sorption; Magnesium; Materials science; Deformation (meteorology); Hydrogen; Metallurgy; Composite material; Adsorption; Chemistry; Physical chemistry; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001355163,0.0003174882,0.000345727,0.0002940141,0.000161306,0.0002661217,0.0002935653,0.000259076,0.001221822],"category_scores_gemma":[0.0001880217,0.0001802913,0.0003522022,0.0002726252,0.000291469,0.0003104468,0.000381706,0.000375858,0.0003488049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001429712,"about_ca_system_score_gemma":0.00008916234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001540279,"about_ca_topic_score_gemma":0.0004334951,"domain_scores_codex":[0.9998746,0.00001202458,0.00001070297,0.00002872833,0.00005192948,0.00002196244],"domain_scores_gemma":[0.999911,0.00002585716,0.00002931873,0.0000172869,0.00001073007,0.000005822244],"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":[0.00005159079,0.000009203164,0.0002934898,0.0003834815,0.00001429414,0.0001618843,0.00004244743,0.0003260838,0.9739007,0.0005053228,0.0001616621,0.02414989],"study_design_scores_gemma":[0.000009423311,0.0003385289,0.003721906,0.0000142253,0.00002235569,0.0009543028,0.0000441201,0.001082963,0.9795411,0.000202734,0.01405309,0.00001516567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8725415,0.04269917,0.06933031,0.0006918849,0.0003600835,0.0001249548,0.0002429583,0.0003724482,0.01363674],"genre_scores_gemma":[0.9714454,0.007537796,0.01810544,0.0001324159,0.0001054476,0.0000313264,0.0001412795,0.00005735644,0.002443516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001221822,"threshold_uncertainty_score":0.004087448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023049045834365,"score_gpt":0.2549008301169766,"score_spread":0.2346703396586329,"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."}}