{"id":"W4412969065","doi":"10.1007/979-8-8688-1513-3_9","title":"Static Pods and Scheduling","year":2025,"lang":"en","type":"book-chapter","venue":"Certification study companion series","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brampton Civic Hospital","funders":"","keywords":"Computer science","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":[0.0004228931,0.0005638376,0.0004155209,0.0004415761,0.0007163003,0.001759372,0.0006249967,0.0005425665,0.008797984],"category_scores_gemma":[0.001258037,0.0003626784,0.0003976522,0.001086109,0.001204023,0.002615931,0.001071993,0.001929121,0.002422838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534129,"about_ca_system_score_gemma":0.001024551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001840646,"about_ca_topic_score_gemma":0.00159931,"domain_scores_codex":[0.9997247,0.00004569518,0.00001372523,0.00007257761,0.0001050061,0.00003835873],"domain_scores_gemma":[0.9996816,0.0001189229,0.00002094675,0.00008477473,0.00006048577,0.00003325558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002869799,0.00003255074,0.000227359,0.0001791959,0.000009954917,0.00003843029,0.00008689812,0.03720075,0.001437822,0.8097782,0.02457246,0.1264077],"study_design_scores_gemma":[0.00001133093,0.00004604377,0.0005050814,0.0001317806,0.00001245614,0.0001658968,0.0001023812,0.07116605,0.00151337,0.7059807,0.2203421,0.00002292985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01595385,0.02136334,0.6640873,0.004672317,0.002957453,0.0000628624,0.0002386989,0.001325689,0.2893385],"genre_scores_gemma":[0.3822551,0.0416401,0.2832844,0.001803577,0.002460691,0.0001987269,0.0007808874,0.001328082,0.2862484],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008797984,"threshold_uncertainty_score":0.02943218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973099268862931,"score_gpt":0.2505859948746023,"score_spread":0.220855002185973,"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."}}