{"id":"W219265020","doi":"10.1007/3-540-27362-x_10","title":"Hydrogen Retention in and Release from Carbon Materials","year":2005,"lang":"en","type":"book-chapter","venue":"Springer series in chemical physics","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydrogen; Carbon fibers; Materials science; Chemical engineering; Chemistry; Composite material; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001410472,0.0003692155,0.0006256748,0.00006502793,0.00002319031,0.00007610034,0.0002888762,0.0005214281,0.0004768537],"category_scores_gemma":[0.00004262604,0.0003685148,0.00004712212,0.0000357499,0.0002908339,0.0001599112,0.0005572904,0.0002538176,0.00004689851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210525,"about_ca_system_score_gemma":0.00002681601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002917385,"about_ca_topic_score_gemma":0.00004413383,"domain_scores_codex":[0.9982836,0.00001726547,0.0005428618,0.000636787,0.0002252771,0.0002942417],"domain_scores_gemma":[0.9991983,0.00003760249,0.0002208316,0.0004706551,0.00002526723,0.0000473767],"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":[0.00009091796,0.00001864993,0.00002080555,0.00007548388,0.000004863195,0.00002809565,0.00006645503,0.000002325624,0.9903133,0.008074951,0.00001667638,0.001287482],"study_design_scores_gemma":[0.0002366944,0.00001781089,0.00005641097,0.0003213476,0.00001209732,0.000001870159,0.000011823,0.000004450941,0.8598808,0.1374391,0.001655893,0.0003617117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840946,0.0004152115,4.377649e-7,0.0001105831,0.000350219,0.0002110012,0.0001493871,0.0001449974,0.01452357],"genre_scores_gemma":[0.9928479,0.0008563552,0.001244067,0.00004515554,0.0006161825,0.00003647224,0.00009511418,0.00008756755,0.004171215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1304325,"threshold_uncertainty_score":0.9998767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484977768525867,"score_gpt":0.2089316626107342,"score_spread":0.1940818849254755,"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."}}