{"id":"W2080510801","doi":"10.1115/pvp2007-26189","title":"Revision of Proximity Rules for Subsurface Transforming to Surface Flaws for Class 1 Ferritic Vessels","year":2007,"lang":"en","type":"article","venue":"Volume 1: Codes and Standards","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kinectrics (Canada)","funders":"","keywords":"Discontinuity (linguistics); Surface (topology); Component (thermodynamics); Structural engineering; Engineering; Geology; Geometry; Mathematics; Physics","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":[0.01063944,0.0008238233,0.0009541747,0.00304786,0.002596016,0.004233439,0.003563691,0.003806419,0.004003688],"category_scores_gemma":[0.046174,0.0009314424,0.001567442,0.0009876475,0.00364993,0.003297803,0.002296322,0.00625161,0.00360438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002583355,"about_ca_system_score_gemma":0.006235028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008057379,"about_ca_topic_score_gemma":0.009978288,"domain_scores_codex":[0.9675086,0.003555411,0.00573734,0.00229004,0.0196727,0.00123582],"domain_scores_gemma":[0.9142282,0.01410894,0.003340379,0.01072457,0.05682105,0.0007768407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007913766,0.0005434349,0.01268069,0.001146166,0.00007336092,0.001827523,0.005110299,0.01762134,0.06474426,0.3272844,0.1225296,0.4456475],"study_design_scores_gemma":[0.0002807228,0.001114297,0.01030078,0.001403426,0.0002202807,0.004402251,0.001687257,0.05226134,0.114961,0.1005887,0.7121171,0.0006627947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06124028,0.00123709,0.8310717,0.004470992,0.004860221,0.001546201,0.0008917826,0.008285871,0.0863959],"genre_scores_gemma":[0.3011002,0.001100447,0.6451176,0.003298736,0.000918399,0.001222316,0.001477697,0.00227977,0.04348478],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01063944,"threshold_uncertainty_score":0.05626744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140826380528697,"score_gpt":0.2683881002082987,"score_spread":0.254305462155429,"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."}}