{"id":"W2270947287","doi":"10.1137/140985299","title":"Smoothing Defected Welds and Hairline Cracks","year":2016,"lang":"en","type":"article","venue":"SIAM Journal on Mathematical Analysis","topic":"Analytic and geometric function theory","field":"Mathematics","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Smoothing; Mathematical analysis; Geometry; Statistics","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":[0.0003653374,0.0002589962,0.00031568,0.0006913478,0.0001987957,0.0004817156,0.0004541343,0.0007453351,0.001200508],"category_scores_gemma":[0.001495203,0.0002074491,0.0003692528,0.0002848676,0.0008324482,0.0008065788,0.0008835101,0.0004237026,0.0001676722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399909,"about_ca_system_score_gemma":0.0001579486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00112114,"about_ca_topic_score_gemma":0.001002473,"domain_scores_codex":[0.999858,0.0000204972,0.000007364277,0.00003527896,0.00005567457,0.00002314579],"domain_scores_gemma":[0.9996038,0.0001056198,0.00009750956,0.00006488288,0.0000741769,0.00005406345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004135061,0.00008554975,0.006286333,0.0003378504,0.0001000154,0.00130034,0.001079601,0.3385496,0.07401316,0.4697608,0.00220256,0.1058706],"study_design_scores_gemma":[0.00004396801,0.0002173278,0.004113291,0.00005374701,0.00002873344,0.0005375724,0.0002103053,0.7654853,0.006812819,0.2150607,0.007397372,0.00003877999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6720645,0.002103426,0.3183578,0.0002732837,0.00007988645,0.00003793266,0.0001121858,0.0002401296,0.006730951],"genre_scores_gemma":[0.9724725,0.000615476,0.02151366,0.00003494912,0.00003758053,0.00001809064,0.00005916731,0.00003079212,0.005217759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001200508,"threshold_uncertainty_score":0.004016042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02607479393386535,"score_gpt":0.2944695298070538,"score_spread":0.2683947358731885,"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."}}