{"id":"W1794922876","doi":"","title":"Detección de fallas en sistemas con optimización basada en mallas","year":2012,"lang":"es","type":"article","venue":"Computación y Sistemas","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001752341,0.001169018,0.001368927,0.0004771726,0.0003748699,0.0005304816,0.0009419339,0.001019696,0.0005262627],"category_scores_gemma":[0.0004057515,0.001281688,0.0006223238,0.0008185437,0.0001514447,0.0005723213,0.000407983,0.001032898,0.001488111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008785938,"about_ca_system_score_gemma":0.0001920869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000488936,"about_ca_topic_score_gemma":0.000005157115,"domain_scores_codex":[0.9941629,0.0008049668,0.00141015,0.0008484165,0.0008088076,0.001964751],"domain_scores_gemma":[0.9958148,0.001260209,0.000352769,0.001176572,0.0002625561,0.001133069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006935969,0.0004004611,0.02162215,0.002742868,0.0009199691,0.00008583096,0.002194153,0.9544301,0.000488729,0.008597858,0.001329581,0.007118963],"study_design_scores_gemma":[0.002105725,0.0002004031,0.009293706,0.001329972,0.0006522807,0.0004900381,0.0006453398,0.939426,0.003060881,0.00007342713,0.04042725,0.002294988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1082551,0.01733801,0.8274175,0.001386622,0.009992866,0.001881828,0.0001471259,0.002783675,0.03079731],"genre_scores_gemma":[0.7696361,0.0005870327,0.2245792,0.0002827667,0.002524585,0.000071631,0.00008114251,0.0003299979,0.001907543],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.661381,"threshold_uncertainty_score":0.9992893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047760692887004,"score_gpt":0.2424921429837697,"score_spread":0.2320145360548996,"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."}}