{"id":"W2794056645","doi":"10.1155/2018/5327146","title":"Assessment of Neutronic Characteristics of Accident-Tolerant Fuel and Claddings for CANDU Reactors","year":2018,"lang":"en","type":"article","venue":"Science and Technology of Nuclear Installations","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nuclear engineering; Materials science; Environmental science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003988036,0.00006633149,0.0002030846,0.0002135251,0.0001757357,0.00002620908,0.0001942771,0.00006750027,0.00007155888],"category_scores_gemma":[0.0001030812,0.00005488576,0.00001345037,0.000257841,0.002750735,0.0002008792,0.0001587423,0.00003655451,9.799679e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001541111,"about_ca_system_score_gemma":0.0001164319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005851516,"about_ca_topic_score_gemma":0.00001944836,"domain_scores_codex":[0.9992483,0.000007993934,0.0002683574,0.0001790129,0.0001473085,0.0001490435],"domain_scores_gemma":[0.9991626,0.00002177281,0.0002278519,0.000170802,0.0003883164,0.00002870821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001129551,0.00001946917,0.003807968,0.00004210155,0.000003225848,7.231623e-8,0.0003248646,1.281834e-7,0.9519707,0.0422757,0.00001650033,0.001528006],"study_design_scores_gemma":[0.001063005,0.002571087,0.542199,0.0002817223,0.00008912283,0.00002659486,0.003124076,0.001054269,0.4198436,0.01032885,0.01903426,0.0003844556],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985278,0.00002924596,0.00001297946,0.0003911441,0.0001229955,0.000144925,0.00003776139,0.00002323003,0.0007099385],"genre_scores_gemma":[0.9964453,0.00005731885,0.003445308,0.00001789755,0.00001352783,0.000002503579,7.582405e-7,0.000007024006,0.00001033893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5383909,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343272152526268,"score_gpt":0.269316305952555,"score_spread":0.2558835844272923,"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."}}