{"id":"W1986778342","doi":"","title":"Improved asymptotic analysis for SUMT methods","year":2011,"lang":"en","type":"article","venue":"Federated Conference on Computer Science and Information Systems","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Extrapolation; Taylor series; Mathematics; Applied mathematics; Convergence (economics); Logarithm; Path (computing); Quadratic equation; Newton's method; Order (exchange); Computation; Mathematical optimization; Algorithm; Nonlinear system; Mathematical analysis; Computer science","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":[0.003121106,0.001087826,0.0009527617,0.001398351,0.0006102162,0.001257465,0.001498693,0.001132358,0.005774023],"category_scores_gemma":[0.01625982,0.000332642,0.001340214,0.0007433111,0.001866063,0.001820148,0.003154867,0.003553542,0.001438956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133182,"about_ca_system_score_gemma":0.001269988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002793646,"about_ca_topic_score_gemma":0.002074007,"domain_scores_codex":[0.998195,0.0006380053,0.00006577824,0.0001151161,0.0008744771,0.0001115563],"domain_scores_gemma":[0.9947767,0.002942602,0.0002950674,0.0004273964,0.001350263,0.00020805],"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":[0.0003012171,0.0000951639,0.002295114,0.0007242896,0.0001128705,0.0004561605,0.0003679475,0.4109215,0.0105251,0.4582889,0.007431325,0.1084804],"study_design_scores_gemma":[0.000005840403,0.00002988974,0.0001258329,0.00003266989,0.000008529304,0.0000432016,0.00001174009,0.9680121,0.0008061771,0.02861131,0.002305699,0.000006903678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006378684,0.0009213163,0.9845058,0.0003660974,0.0001397772,0.00003912196,0.00005124136,0.0002654087,0.007332531],"genre_scores_gemma":[0.4031101,0.00309127,0.5594813,0.0006957602,0.0009152043,0.0005607523,0.0006486209,0.001406601,0.03009036],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005774023,"threshold_uncertainty_score":0.01931602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1341916311501919,"score_gpt":0.3816463859460966,"score_spread":0.2474547547959048,"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."}}