{"id":"W2126547925","doi":"10.14778/1920841.1920906","title":"MRShare","year":2010,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Cloud computing; Batch processing; Context (archaeology); Distributed computing; Work (physics); Core (optical fiber); Database; Operating system","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":[0.001538274,0.001422012,0.001249679,0.001472563,0.001077668,0.003805078,0.004228997,0.001612343,0.1842964],"category_scores_gemma":[0.005464657,0.0009656087,0.001448472,0.001480389,0.0006136687,0.005110882,0.004297202,0.002244269,0.1291546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007288457,"about_ca_system_score_gemma":0.001807102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001554403,"about_ca_topic_score_gemma":0.001941871,"domain_scores_codex":[0.9977192,0.000262201,0.0001454921,0.0004617169,0.001067982,0.0003434217],"domain_scores_gemma":[0.9971349,0.0003954714,0.0001200186,0.001215376,0.0007528387,0.0003813531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009334768,0.0002416345,0.0009044626,0.0005906096,0.0001007108,0.0003546303,0.0001759829,0.004016144,0.008220611,0.02317191,0.762409,0.1988809],"study_design_scores_gemma":[0.0002161096,0.0001478319,0.0006361714,0.00005456369,0.00003120265,0.0004955349,0.00008354556,0.01951059,0.009782199,0.01647472,0.9524695,0.0000981141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.01054719,0.001496139,0.2700234,0.003366326,0.002023326,0.001281939,0.03351859,0.4028381,0.2749048],"genre_scores_gemma":[0.153546,0.001905404,0.2534062,0.003094911,0.0009320015,0.001427603,0.1237304,0.05264042,0.4093171],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1842964,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00697231335455234,"score_gpt":0.1997996891760867,"score_spread":0.1928273758215344,"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."}}