{"id":"W307739034","doi":"","title":"Fundamental Studies of Diffusion and Reactions in Hydrogen Storage Materials","year":2008,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Hydrogen Storage and Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Division of Materials Research; Materials Research Science and Engineering Center, Harvard University; U.S. Department of Energy; National Science Foundation","keywords":"Hydrogen; Hydrogen storage; Dehydrogenation; Chemical physics; Kinetics; Diffusion; Energy carrier; Chemistry; Nanotechnology; Carbon fibers; Materials science; Thermodynamics; Catalysis; Physics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002987577,0.0002532103,0.0005129389,0.0001825121,0.0001559557,0.0002202019,0.0002270042,0.0001151224,0.0006106474],"category_scores_gemma":[0.0001685227,0.0002191935,0.0000600284,0.0002137894,0.0002569448,0.002548183,0.0002915161,0.0001047352,0.0004153322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003829975,"about_ca_system_score_gemma":0.00005142256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001319762,"about_ca_topic_score_gemma":0.000001589334,"domain_scores_codex":[0.9981371,0.0001445862,0.0006963856,0.0003946412,0.0002792784,0.0003479757],"domain_scores_gemma":[0.9992223,0.0001006585,0.0002207942,0.0002763926,0.00002549779,0.000154391],"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":[0.0001131592,0.0001810754,0.009956701,0.00008957479,0.00001379304,0.0001247108,0.000187654,0.000003356401,0.9887374,0.0001967853,0.0001968923,0.0001988839],"study_design_scores_gemma":[0.0006196864,0.0001345243,0.004151549,0.0001458596,0.0000117545,0.00009134984,0.0001366502,0.000002403584,0.9813157,0.002471102,0.01061498,0.000304479],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965399,0.0005991994,0.000003511935,0.00009738334,0.0001730856,0.0002655328,0.001662586,0.0001301546,0.000528658],"genre_scores_gemma":[0.998765,0.0002439919,0.0002400182,0.0001175208,0.00008081513,0.00002131004,0.0001217694,0.00003629461,0.0003732782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01041809,"threshold_uncertainty_score":0.8938451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941398322488884,"score_gpt":0.2463948227279439,"score_spread":0.2169808395030551,"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."}}