{"id":"W7162026762","doi":"10.82308/11906","title":"MPI parallel computing on eigensystems of small signal stability analysis for large interconnected power grids","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Power System Optimization and Stability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Message Passing Interface; Stability (learning theory); Parallel processing; Parallel I/O; Code (set theory); Grid pattern; Parallel algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000823575,0.0004259936,0.001087082,0.0003790265,0.00007623755,0.00004932626,0.0002910951,0.00058125,0.0009549913],"category_scores_gemma":[0.0001355096,0.0003979317,0.0006255034,0.0005337066,0.00001406069,0.00005112447,0.00001634417,0.0003962501,0.000007712477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086796,"about_ca_system_score_gemma":0.00005511785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006306172,"about_ca_topic_score_gemma":0.00488863,"domain_scores_codex":[0.9975962,0.0001074025,0.001161703,0.000498213,0.0002566774,0.0003797976],"domain_scores_gemma":[0.998115,0.0003450829,0.0002756866,0.000610435,0.0005327914,0.000121009],"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":[0.002896578,0.003407552,0.07185154,0.02722189,0.02500869,0.00001054906,0.04691932,0.7753865,0.0193196,0.02324587,0.002847654,0.001884322],"study_design_scores_gemma":[0.001256482,0.0002130522,0.0182053,0.0002030591,0.0006737534,6.645681e-7,0.003854561,0.9684567,0.0051221,0.00004061239,0.0009775457,0.0009962044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3820395,0.0000730238,0.6026482,0.000003930322,0.00155379,0.001031499,0.0004193816,0.0003576963,0.01187303],"genre_scores_gemma":[0.9930654,0.000002401875,0.003888693,0.000009792537,0.00003482754,0.00005096853,0.002440138,0.00006206348,0.0004457479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6110259,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01650312420566086,"score_gpt":0.2447376057401803,"score_spread":0.2282344815345194,"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."}}