{"id":"W2136511182","doi":"","title":"중수로형 원전의 안전관련 설비 경년열화 관리계획 평가","year":2009,"lang":"ko","type":"article","venue":"대한기계학회 춘추학술대회","topic":"Technology and Data Analysis","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Nuclear power plant; Nuclear power; Reliability engineering; Engineering; Risk analysis (engineering); Computer science; Operations management; Business; Law; Political science; Physics; Nuclear physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005912935,0.0004822299,0.0006478165,0.0005024731,0.0004837061,0.0003689267,0.002811778,0.0006221307,0.0006166093],"category_scores_gemma":[0.0001842383,0.0004727309,0.0003660311,0.001936402,0.0002742891,0.0009588707,0.0006434262,0.000782831,0.004254876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008847265,"about_ca_system_score_gemma":0.0001721678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001136961,"about_ca_topic_score_gemma":0.00007032183,"domain_scores_codex":[0.9963586,0.0001521856,0.0006538289,0.001265448,0.0005627926,0.001007168],"domain_scores_gemma":[0.9963709,0.000121894,0.0002897827,0.002798584,0.0001440918,0.000274786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005041807,0.0008449433,0.005986893,0.00004020511,0.000290218,0.001109275,0.001249088,0.000102124,0.002356682,0.2349798,0.1067131,0.6462772],"study_design_scores_gemma":[0.003687345,0.002499588,0.126692,0.0004066949,0.001096894,0.0007331899,0.0005789964,0.05602583,0.01782418,0.1212765,0.6648466,0.004332291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3073855,0.01642866,0.4851725,0.1206226,0.005395028,0.001243143,0.0003420523,0.00476727,0.05864316],"genre_scores_gemma":[0.97674,0.0003820815,0.01291126,0.004216834,0.0003418478,0.000007550172,0.0000436472,0.00002025724,0.005336524],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6693545,"threshold_uncertainty_score":0.9997724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009490780712667837,"score_gpt":0.2416482005706136,"score_spread":0.2321574198579458,"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."}}