{"id":"W4412968895","doi":"10.1007/979-8-8688-1513-3_8","title":"DaemonSet, CronJob, and Job","year":2025,"lang":"en","type":"book-chapter","venue":"Certification study companion series","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Psychology","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":[0.0004753887,0.001029902,0.0003975256,0.001293715,0.001187256,0.00381288,0.001034983,0.001037301,0.05760872],"category_scores_gemma":[0.001252159,0.0008271679,0.0004422294,0.002312556,0.00113979,0.006629603,0.001703141,0.003703335,0.03607113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568264,"about_ca_system_score_gemma":0.00111493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269473,"about_ca_topic_score_gemma":0.006168258,"domain_scores_codex":[0.9995095,0.00004582882,0.00001766761,0.00009788151,0.0002696118,0.00005961914],"domain_scores_gemma":[0.9997135,0.00008841567,0.0000167399,0.00005058672,0.00007696859,0.00005381565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005470555,0.00006369159,0.0001962546,0.000335045,0.000006343175,0.0001043665,0.0003450119,0.0007026289,0.001916357,0.297852,0.3979429,0.3004806],"study_design_scores_gemma":[0.000002646468,0.00001024044,0.0001658218,0.0001048561,0.000001976462,0.0001479297,0.00004493758,0.0004555016,0.0005581609,0.0187888,0.9797091,0.00000998458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002609446,0.03758797,0.111061,0.004834644,0.006008048,0.0002243851,0.0009780208,0.00614209,0.8305546],"genre_scores_gemma":[0.009670046,0.01350919,0.04533618,0.002312864,0.0008610404,0.000127025,0.001086184,0.002961289,0.9241362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05760872,"threshold_uncertainty_score":0.1927204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1850411655348777,"score_gpt":0.3759382049101727,"score_spread":0.190897039375295,"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."}}