{"id":"W386084675","doi":"10.13182/fst11-a12682","title":"Performance Characterization of Hydrogen Isotope Exchange and Recombination Catalysts for Tritium Processing","year":2011,"lang":"en","type":"article","venue":"Fusion Science & Technology","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Catalysis; Hydrogen; Tritium; Nuclear engineering; Isotope separation; Process engineering; Materials science; Environmental science; Isotope; Nuclear physics; Chemistry; Physics; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0007876179,0.0001180105,0.000216397,0.0007683299,0.0003443503,0.00003381545,0.0005174992,0.0001632533,0.0000699757],"category_scores_gemma":[0.0002316475,0.00009909095,0.00001674433,0.001055247,0.0009430479,0.0005493083,0.0003619674,0.00004896774,0.000009464738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002817545,"about_ca_system_score_gemma":0.00007050199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001258913,"about_ca_topic_score_gemma":0.000002541132,"domain_scores_codex":[0.9987538,0.00001096052,0.000319166,0.0004224338,0.0002002477,0.0002933811],"domain_scores_gemma":[0.9990854,0.00001310834,0.000293196,0.0002883196,0.0002873541,0.00003267106],"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":[0.00002349925,0.00003704031,0.0008211405,0.00008241666,3.804724e-7,3.773568e-7,0.0002350011,9.569462e-8,0.9509255,0.0006011042,0.000004826089,0.04726859],"study_design_scores_gemma":[0.0002620056,0.000284946,0.00668291,0.00006073603,0.000005471791,0.0000112936,0.0001258247,0.0005570727,0.9900166,0.001472604,0.0004020592,0.0001184659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980502,0.00006279253,0.0003970453,0.0002457286,0.0002456266,0.0004293487,0.0000159555,0.0002661363,0.0002871682],"genre_scores_gemma":[0.9962361,0.0001489623,0.003391562,0.00001926347,0.00001239637,0.000112048,0.000006182585,0.000009154651,0.00006427721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04715013,"threshold_uncertainty_score":0.4040812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02980262651540581,"score_gpt":0.2505668735098459,"score_spread":0.2207642469944401,"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."}}