{"id":"W113000861","doi":"10.5006/c2006-06600","title":"Novel Approach to Life Extension of Components in BWR","year":2006,"lang":"en","type":"article","venue":"","topic":"Non-Destructive Testing Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Life extension; Extension (predicate logic); Computer science; Reliability engineering; Forensic engineering; Programming language; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002084669,0.0003726038,0.0003029636,0.0003997017,0.0002511106,0.0003889502,0.0006199633,0.0004105156,0.002362757],"category_scores_gemma":[0.0002075625,0.0002119686,0.0002538142,0.0001968936,0.0003481551,0.0007301703,0.0006405166,0.0004953645,0.001091771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718927,"about_ca_system_score_gemma":0.0001698248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001685267,"about_ca_topic_score_gemma":0.0002285766,"domain_scores_codex":[0.9998466,0.00001754112,0.000006712244,0.0000473996,0.00005309435,0.00002870049],"domain_scores_gemma":[0.9998717,0.00001819752,0.00003064952,0.00003572449,0.00002771633,0.00001592769],"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":[0.00005135001,0.00004477085,0.0001262118,0.00008946202,0.000003565882,0.0001087289,0.00006085323,0.001497516,0.9677545,0.005196847,0.0001768912,0.02488937],"study_design_scores_gemma":[0.00002016529,0.000401758,0.0006345346,0.00001732017,0.00001728486,0.0003063201,0.00004041539,0.01622706,0.9548227,0.002259783,0.02523722,0.00001545255],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4942391,0.003156539,0.4757898,0.0004545501,0.0001968296,0.0001606073,0.0001187891,0.002044878,0.02383882],"genre_scores_gemma":[0.8970206,0.0008233033,0.08852094,0.0001147331,0.00005272878,0.0001010833,0.0001291097,0.0001181779,0.01311928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002362757,"threshold_uncertainty_score":0.007904232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03982472697359515,"score_gpt":0.2297792768582473,"score_spread":0.1899545498846521,"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."}}