{"id":"W2460635890","doi":"10.12943/cnr.2016.00007","title":"PERFORMANCE OF PRESSURE TUBES IN CANDU REACTORS","year":2016,"lang":"en","type":"article","venue":"CNL Nuclear Review","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Materials science; Extrusion; Texture (cosmology); Phase (matter); Coolant; Impurity; Stress (linguistics); Analytical Chemistry (journal); Composite material; Thermodynamics; Chemistry; Chromatography; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004244457,0.00009956109,0.000326011,0.000024575,0.0000282042,0.00001381147,0.000232122,0.00003864312,0.005832829],"category_scores_gemma":[0.00007992747,0.00005415707,0.00004062467,0.0000697991,0.00008748326,0.0002004738,0.00007994421,0.00003181884,0.0007502568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001245339,"about_ca_system_score_gemma":0.00001751599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007555007,"about_ca_topic_score_gemma":0.000003718711,"domain_scores_codex":[0.9991252,0.00008891544,0.000315877,0.0001676068,0.0001317235,0.0001707042],"domain_scores_gemma":[0.9995521,0.00001957574,0.00007060911,0.0002824421,0.00003719904,0.00003810232],"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":[0.00003552453,0.00002598759,0.001551145,0.003309203,0.000004242548,0.000001616677,0.00009436651,1.899095e-7,0.9788021,0.0003549664,0.003728917,0.01209177],"study_design_scores_gemma":[0.000286118,0.0001491172,0.008771956,0.01317351,0.00003826896,0.000009959486,0.00001064555,0.000009365414,0.06650541,0.00002316722,0.9107879,0.000234628],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772525,0.01965743,6.136639e-8,0.0004757355,0.0001939299,0.0001775353,0.00001278473,0.00003241561,0.002197624],"genre_scores_gemma":[0.9493189,0.05004204,0.00007292574,0.000216889,0.00003467568,0.000004966244,3.749112e-7,0.00002165355,0.0002876177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9122967,"threshold_uncertainty_score":0.995076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854201807987229,"score_gpt":0.2264121661193531,"score_spread":0.2078701480394808,"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."}}