{"id":"W2113830163","doi":"10.1520/stp11417s","title":"Variability of In-Reactor Diametral Deformation for Zr-2.5Nb Pressure Tubing","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nu-Tech Precision Metals (Canada); Atomic Energy (Canada); Sheridan College; Canadian Nuclear Laboratories","funders":"","keywords":"Materials science; Composite material; Deformation (meteorology)","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":[0.000541213,0.0002969175,0.0002710985,0.0003460106,0.0001911501,0.0003513347,0.0003852618,0.0002631277,0.0005144192],"category_scores_gemma":[0.0009405226,0.0002164735,0.0002964558,0.0004007247,0.0001926646,0.0002445075,0.0001286267,0.0002249983,0.0001534762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006630595,"about_ca_system_score_gemma":0.0001877145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002856626,"about_ca_topic_score_gemma":0.002549971,"domain_scores_codex":[0.9997678,0.00003827002,0.00001579944,0.00006940534,0.0000859565,0.00002269386],"domain_scores_gemma":[0.9994884,0.0001822869,0.0001144713,0.00009583517,0.0001053149,0.00001363501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001381584,0.0003555348,0.1663704,0.0001672811,0.0001665872,0.0004262223,0.0003519318,0.5007831,0.3033731,0.0003258144,0.0004455191,0.02585291],"study_design_scores_gemma":[0.00001741558,0.0007281576,0.1951287,0.000007638395,0.00004341251,0.0002044785,0.00007606471,0.6208412,0.1822578,0.00007740668,0.00057045,0.00004734858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982557,0.00002524876,0.001320339,0.000004993819,0.000001310272,0.000002969559,0.0001513343,0.00006653418,0.0001715814],"genre_scores_gemma":[0.9993519,0.00001473868,0.000341978,7.306756e-7,3.912834e-7,0.000002559424,0.0001816583,0.000006447228,0.00009965887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002856626,"threshold_uncertainty_score":0.005679965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315645667186668,"score_gpt":0.2207775802542904,"score_spread":0.1892130135356236,"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."}}