{"id":"W2150078113","doi":"10.1109/icpads.2006.54","title":"Job centric cluster monitoring","year":2006,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Western Canada Research Grid; Government of Alberta; University of Calgary","keywords":"Cluster (spacecraft); Computer science; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001377311,0.00008187845,0.00008475844,0.00005174006,0.0000809542,0.000218858,0.0005279842,0.00003318957,0.000006810707],"category_scores_gemma":[0.000004489903,0.0000688349,0.00004311044,0.0003086877,0.000006796081,0.0001708836,0.0001364491,0.000054848,0.0002454729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002499064,"about_ca_system_score_gemma":0.00001601361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001749362,"about_ca_topic_score_gemma":0.000002062725,"domain_scores_codex":[0.9991684,0.0000326113,0.0001629529,0.0002118148,0.0001764454,0.0002478025],"domain_scores_gemma":[0.9995379,0.00004237544,0.00003670848,0.000301985,0.00003835142,0.00004268012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000592698,0.0002171531,0.3322653,0.00006143789,0.00003623054,0.00009063219,0.0003511335,0.0318017,0.000662336,0.4251051,0.1786411,0.03076201],"study_design_scores_gemma":[0.001813562,0.0001038097,0.2983458,0.0001140158,0.00001064555,0.0001642099,0.00003871195,0.381093,0.00329606,0.01091204,0.3029135,0.001194595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03643506,0.0001245017,0.8898196,0.0003135109,0.001143925,0.0000662192,4.835114e-7,0.0003945529,0.07170215],"genre_scores_gemma":[0.9830521,7.969243e-7,0.01172325,0.00004599254,0.0004241149,0.000002139808,0.000001300088,0.000003721105,0.004746607],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.946617,"threshold_uncertainty_score":0.3155139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075523054376981,"score_gpt":0.223833875002027,"score_spread":0.2130786444582572,"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."}}