{"id":"W4206870842","doi":"","title":"Fatigue Analysis of Welded Structures during Random Loadings","year":2001,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Welding; Structural engineering; Computer science; Materials science; Composite material; Engineering","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":[0.0001661558,0.0001850909,0.0002481837,0.0005339605,0.000224101,0.000144414,0.0003653334,0.0004179797,0.001476191],"category_scores_gemma":[0.0007360844,0.0001890891,0.0002231232,0.0002221485,0.0003205384,0.0002073731,0.000145492,0.0001561285,0.0001905474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002380807,"about_ca_system_score_gemma":0.000115979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951361,"about_ca_topic_score_gemma":0.002444207,"domain_scores_codex":[0.9998949,0.00001192936,0.000004574266,0.00001940263,0.00004249726,0.00002676432],"domain_scores_gemma":[0.9996821,0.0001220135,0.00005529641,0.00003921151,0.00008331714,0.00001810731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001007482,0.000133806,0.008593084,0.0001988742,0.00006713325,0.0005045511,0.0005333705,0.09443433,0.864412,0.0007737619,0.0004425764,0.02889915],"study_design_scores_gemma":[0.00004576734,0.001423392,0.1362475,0.00003219385,0.00007722461,0.0005219206,0.0002404748,0.6807385,0.1788964,0.0006092536,0.001121346,0.00004605821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929416,0.0001847273,0.005916336,0.0000174132,0.000004396084,0.00000891543,0.00006373421,0.00005583171,0.0008069809],"genre_scores_gemma":[0.9989526,0.0000317841,0.0005406152,0.000003061088,0.000001724102,0.000005904105,0.00006062085,0.000007494301,0.000396136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001951361,"threshold_uncertainty_score":0.004938364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009353408868496234,"score_gpt":0.2054493478503759,"score_spread":0.1960959389818797,"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."}}