{"id":"W2895378714","doi":"","title":"Development of Novel Small Scale Mechanical Tests to Assess the Mechanical Properties of Ex-Service Inconel X-750 CANDU Reactor Components","year":2018,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Inconel; Creep; Nuclear engineering; Light-water reactor; Ductility (Earth science); Superalloy; Metallurgy; Grain boundary; Composite material; Microstructure; Alloy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006509,0.0003306533,0.0005217328,0.00008520614,0.0001829496,0.0006050231,0.001197109,0.0001628841,0.0004575481],"category_scores_gemma":[0.0002583659,0.0002075479,0.00008779846,0.0003222798,0.000196742,0.001135347,0.001160453,0.0001841153,0.001006878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003735213,"about_ca_system_score_gemma":0.0002597205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005620758,"about_ca_topic_score_gemma":0.00006468144,"domain_scores_codex":[0.9973672,0.0001318142,0.0009628501,0.0004828474,0.0005744708,0.0004808174],"domain_scores_gemma":[0.9985363,0.0000911389,0.0002954355,0.0005762592,0.0002302659,0.0002705679],"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":[0.0005613177,0.0003424534,0.0005573911,0.000155401,0.00002168471,0.00000114098,0.0002837761,8.003399e-7,0.9970771,0.0004603853,0.00008473131,0.0004537943],"study_design_scores_gemma":[0.0004503295,0.0001615401,0.002553741,0.0003913926,0.00001597861,0.000007516368,0.0001254387,0.00004985709,0.974673,0.0002097918,0.02104958,0.0003118633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996793,0.00002623928,0.0001517573,0.0005668239,0.0003551542,0.0004734772,0.0008032834,0.0001272771,0.0007029715],"genre_scores_gemma":[0.9830847,0.000001566818,0.01585514,0.0006801025,0.0001470921,0.0000290904,0.00004129954,0.00007448011,0.00008655709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240415,"threshold_uncertainty_score":0.9997709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08524984585124931,"score_gpt":0.2391827530632696,"score_spread":0.1539329072120203,"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."}}