{"id":"W418063115","doi":"10.13182/fst11-a12671","title":"Tritium and Technology Developments for Its Management - A Canadian Perspective","year":2011,"lang":"en","type":"article","venue":"Fusion Science & Technology","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atomic Energy (Canada)","funders":"","keywords":"Perspective (graphical); Nuclear engineering; Tritium; Nuclear physics; Environmental science; Computer science; 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":[0.0002848075,0.000117698,0.0001125353,0.001379304,0.0005102481,0.00001724306,0.0005204454,0.000131108,0.0004806487],"category_scores_gemma":[0.0001014732,0.0001108501,0.00001473279,0.002485634,0.001277895,0.0002333839,0.0002047482,0.0001045037,0.0001275018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005218241,"about_ca_system_score_gemma":0.00007409014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054952,"about_ca_topic_score_gemma":0.008142199,"domain_scores_codex":[0.9986423,0.00000656302,0.0001317637,0.0005653836,0.0001861843,0.0004678483],"domain_scores_gemma":[0.9995314,0.00000938334,0.0000317566,0.0002054282,0.00007980542,0.0001421712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004531439,0.0002162718,0.06825954,0.00001233984,0.00003335445,0.00008129773,0.003260884,0.000001726232,0.06877905,0.6482486,0.000570644,0.210491],"study_design_scores_gemma":[0.003986686,0.0010319,0.345001,0.00006854778,0.00007265013,0.0001976249,0.02240244,0.0009552751,0.3182826,0.09927326,0.2072527,0.00147534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772668,0.0001345435,0.005971421,0.008315708,0.000359054,0.001774555,0.00001694361,0.0003216503,0.2058394],"genre_scores_gemma":[0.9922036,0.00003430675,0.006510616,0.0001897616,0.000002934077,0.0001491055,5.47563e-7,0.000007287374,0.000901834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5489753,"threshold_uncertainty_score":0.5262766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685005196004466,"score_gpt":0.2400586438675351,"score_spread":0.2232085919074904,"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."}}