{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000706243,0.0002192155,0.0004771568,0.00008587617,0.00003391769,0.00006699847,0.000207498,0.0002804738,0.01169071],"category_scores_gemma":[0.00009679434,0.0001660118,0.000106683,0.00001424551,0.00008104851,0.0002679779,0.00007244712,0.00008685396,0.0001139843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003848453,"about_ca_system_score_gemma":0.00002701988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001105929,"about_ca_topic_score_gemma":0.00001484051,"domain_scores_codex":[0.9986923,0.00003545452,0.0005866296,0.0002784329,0.000198166,0.000208981],"domain_scores_gemma":[0.9991633,0.0001121407,0.0002621218,0.0003166723,0.0001058948,0.00003988454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000606916,0.0001714015,0.0002242054,0.005131379,0.00008916236,0.000002224524,0.001942642,0.00009737074,0.7257258,0.2565931,0.002849558,0.006566176],"study_design_scores_gemma":[0.00214581,0.0009556678,0.001870093,0.001443049,0.0004024165,0.00001398048,0.00008239051,0.00174573,0.3638742,0.07645977,0.5487974,0.002209559],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2246587,0.0004105075,0.0004746415,0.0001339225,0.002240591,0.00217809,0.0009052347,0.0001901001,0.7688082],"genre_scores_gemma":[0.9000632,0.00006769101,0.003201173,0.00005662443,0.0002378173,0.00003173427,0.00003636508,0.00006623074,0.09623917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6754045,"threshold_uncertainty_score":0.9892128,"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."}}