{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002445301,0.0008012902,0.001220185,0.002310668,0.001532662,0.002727511,0.001904749,0.0007494261,0.004205364],"category_scores_gemma":[0.004522776,0.000558907,0.0003524695,0.002338263,0.0004345802,0.001353881,0.001739628,0.0009476272,0.001991035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008613922,"about_ca_system_score_gemma":0.002030933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003288593,"about_ca_topic_score_gemma":0.003720673,"domain_scores_codex":[0.9966606,0.0004928162,0.0001847376,0.0009401191,0.001420313,0.0003015273],"domain_scores_gemma":[0.9940541,0.001054317,0.0006252209,0.002072643,0.001420469,0.0007732079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005493611,0.0008528461,0.08265264,0.001004344,0.0004555905,0.0007198669,0.001990289,0.06287166,0.08009744,0.01679557,0.1290843,0.6179819],"study_design_scores_gemma":[0.0002790613,0.0007415247,0.04735008,0.0001291643,0.0002555768,0.0008892404,0.000345449,0.6646279,0.09320439,0.01112206,0.1807593,0.00029631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2003146,0.002453004,0.5878775,0.001294915,0.001279771,0.001822857,0.008169155,0.1527343,0.04405393],"genre_scores_gemma":[0.7919566,0.0009322272,0.1750301,0.0005909451,0.0005839117,0.0006785151,0.006622063,0.00320292,0.02040269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004205364,"threshold_uncertainty_score":0.01406837,"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."}}