{"id":"W127999549","doi":"10.13182/fst08-a1818","title":"Tritium Emission Reduction at Darlington Tritium Removal Facility Using a Bubbler System","year":2008,"lang":"en","type":"article","venue":"Fusion Science & Technology","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Power Generation","funders":"","keywords":"Tritium; Environmental science; Nuclear engineering; Glovebox; Hot cell; Radioactive waste; Overpressure; Waste management; Radiochemistry; Materials science; Nuclear physics; Chemistry; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003945092,0.000177861,0.0002853287,0.0007571344,0.001205552,0.0000188709,0.0003103663,0.0002261348,0.0000178684],"category_scores_gemma":[0.0001657871,0.0001619017,0.00006037802,0.001897843,0.0009318042,0.00027484,0.0002610961,0.0002787664,0.00004450205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007509921,"about_ca_system_score_gemma":0.00005752146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002522406,"about_ca_topic_score_gemma":0.000001973427,"domain_scores_codex":[0.9983743,0.00001969755,0.0002709799,0.0004640689,0.0003983133,0.0004725808],"domain_scores_gemma":[0.9992877,0.00002411022,0.00005312603,0.0004260347,0.0001197233,0.00008928323],"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":[0.00001960283,0.00002541191,0.0004542436,0.00004671258,0.0000056052,0.00004509811,0.000324448,0.001039859,0.9935634,0.00005462782,0.0004546469,0.003966341],"study_design_scores_gemma":[0.001372901,0.000226197,0.001694617,0.0002845087,0.0000442669,0.007405645,0.005071178,0.1038168,0.8277451,0.0001268837,0.05125348,0.0009584443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934263,0.0004530829,0.001635539,0.0001918156,0.001217303,0.0001963014,0.00000852995,0.001326218,0.001544971],"genre_scores_gemma":[0.9980532,0.0001427335,0.001478621,0.000004810491,0.00007489965,0.000006897317,0.000001255641,0.00001374316,0.0002238574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1658183,"threshold_uncertainty_score":0.9272256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657641954883806,"score_gpt":0.2442704896809568,"score_spread":0.2176940701321188,"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."}}