{"id":"W2089011452","doi":"10.1088/1755-1315/22/1/012015","title":"Metallurgical and fatigue assessments of welds in cast welded hydraulic turbine runners","year":2014,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Material Properties and Failure Mechanisms","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alstom (Canada); Cégep de Sorel-Tracy","funders":"","keywords":"Welding; Metallurgy; Turbine; Hydraulic turbines; Materials science; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004991458,0.0001477948,0.0002427574,0.00005325045,0.0001638479,0.0001718972,0.0002200109,0.00005324578,0.0008546269],"category_scores_gemma":[0.00002068687,0.0001221084,0.00001572701,0.00009696548,0.001287605,0.0005748991,0.0002672641,0.00007043732,0.00001065193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001376843,"about_ca_system_score_gemma":0.00002562617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006293867,"about_ca_topic_score_gemma":0.0002180337,"domain_scores_codex":[0.998637,0.000054733,0.0002465296,0.0004102344,0.0003176144,0.0003339571],"domain_scores_gemma":[0.9995604,0.00001406221,0.00008337105,0.0001686409,0.00000780397,0.0001657739],"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":[0.00004079687,0.0000275276,0.0003066712,0.00001990891,0.000001124651,0.000003310769,0.0002026865,0.00003374933,0.994558,0.001378819,0.000001058007,0.0034263],"study_design_scores_gemma":[0.0006670938,0.0007078652,0.03604397,0.00006059196,0.000009470597,0.00005737395,0.001046732,0.004159457,0.9548069,0.000474603,0.001638065,0.0003278524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979821,0.00004021937,0.0003269566,0.0001365186,0.0001466117,0.0001345393,0.00001318145,0.0000122589,0.001207657],"genre_scores_gemma":[0.9981204,0.0001444484,0.001426759,0.00006465695,0.00001479896,0.000007939103,0.000004068618,0.000005518863,0.0002114458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03975112,"threshold_uncertainty_score":0.9357566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825360866424313,"score_gpt":0.2243325519780058,"score_spread":0.2060789433137626,"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."}}