{"id":"W7116216858","doi":"","title":"Status of ongoing research on SCWR thermal-hydraulics and safety","year":2009,"lang":"en","type":"article","venue":"DORA PSI (Paul Scherrer Institute)","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Power station; Research program; Electricity generation; Identification (biology); Nuclear power; Electricity; Management system","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"],"consensus_categories":[],"category_scores_codex":[0.0007138075,0.0003658239,0.0004142058,0.0003613349,0.0001454192,0.00009063414,0.0003966854,0.0002730568,0.00005215701],"category_scores_gemma":[0.0001298693,0.0003751353,0.00008395817,0.0006683892,0.000203336,0.0004443921,0.00009617413,0.0009745539,0.0001587754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002657846,"about_ca_system_score_gemma":0.00006885301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005032847,"about_ca_topic_score_gemma":0.00003828209,"domain_scores_codex":[0.9974858,0.00007536568,0.0004772595,0.0003997206,0.000594937,0.0009668736],"domain_scores_gemma":[0.9986475,0.0001139546,0.00005277208,0.0007299912,0.0001159841,0.0003397591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002595581,0.0003288342,0.0004487364,0.0003832014,0.0002254782,0.0001937835,0.002158551,0.6958986,0.07345378,0.02445884,0.004116867,0.1980738],"study_design_scores_gemma":[0.00370856,0.0008631513,0.1010241,0.001047015,0.00007991638,0.00007213044,0.0003968332,0.1105543,0.0321204,0.001374071,0.7466813,0.002078175],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8836882,0.00114906,0.001109785,0.0003116427,0.0006178229,0.0004183053,0.00001856925,0.0006438767,0.1120427],"genre_scores_gemma":[0.9963863,0.0006146738,0.002371781,0.0001353401,0.0002374787,0.000009012496,0.00001801532,0.00009673625,0.0001306515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7425644,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05044584206591454,"score_gpt":0.3120164095722378,"score_spread":0.2615705675063232,"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."}}