{"id":"W2242648545","doi":"","title":"The Bionic DBMS is Coming, but What Will It Look Like?","year":2013,"lang":"en","type":"article","venue":"Infoscience (Ecole Polytechnique Fédérale de Lausanne)","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Dataflow; Software; Key (lock); Cloud computing; Database transaction; Cloud database; Database; Embedded system; Commodity; Operating system; Computer hardware","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":[0.006489145,0.0006823995,0.0006009165,0.001408454,0.003016978,0.0128949,0.00223191,0.005209089,0.01803702],"category_scores_gemma":[0.01137848,0.0005623257,0.000534868,0.002633972,0.005101558,0.03042995,0.003046059,0.007307197,0.01136591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032971,"about_ca_system_score_gemma":0.003430378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004513926,"about_ca_topic_score_gemma":0.003221423,"domain_scores_codex":[0.9967539,0.0008552874,0.0001917369,0.0004284138,0.001437157,0.0003334448],"domain_scores_gemma":[0.9929078,0.001242402,0.0003006467,0.0009538715,0.002547411,0.002047936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001385335,0.00008332631,0.003043146,0.0005318036,0.0000266001,0.0001461969,0.0008283918,0.0004297048,0.001931146,0.3245877,0.4274819,0.2407715],"study_design_scores_gemma":[0.00001705533,0.0000555785,0.0006794314,0.0003602713,0.00001131976,0.0003557118,0.0008707248,0.0008004586,0.0005318625,0.06420158,0.9320795,0.00003655691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004108349,0.0530227,0.04975271,0.8189414,0.02122905,0.00007026788,0.001045051,0.002871844,0.04895856],"genre_scores_gemma":[0.1670133,0.1188711,0.2692562,0.2798528,0.04366509,0.0003032938,0.003938586,0.0026449,0.1144546],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01803702,"threshold_uncertainty_score":0.06033987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009700825267061591,"score_gpt":0.2374558495351781,"score_spread":0.2277550242681166,"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."}}