{"id":"W2398080450","doi":"10.1201/b16768-16","title":"Distributed and Parallel Database Systems","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Distributed database; Computer science; Database; Cloud computing; Distributed computing; Data-intensive computing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004692466,0.0005196852,0.0006880813,0.0001247388,0.0001581704,0.0006272719,0.001239195,0.0003328341,0.00002756903],"category_scores_gemma":[0.00002104333,0.0004500144,0.0001159879,0.00005244306,0.00008002525,0.0001502591,0.0007386657,0.0003493332,0.0004080278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004745687,"about_ca_system_score_gemma":0.00007658764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006948747,"about_ca_topic_score_gemma":0.000005369471,"domain_scores_codex":[0.9975605,0.00005596512,0.0005809726,0.000936892,0.0004602586,0.0004054213],"domain_scores_gemma":[0.9975903,0.0001911899,0.0003445353,0.001446498,0.0001388205,0.0002886232],"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":[0.000002318183,0.000005551855,0.000007371291,0.0001427908,0.00005795424,0.00003872359,0.00001581003,0.0003797222,0.000001337924,0.9365579,0.06163057,0.00115994],"study_design_scores_gemma":[0.0003180919,0.00006135569,0.00001191878,0.0003818226,0.00002443419,0.0001616381,0.000002278358,0.08717915,3.828247e-7,0.003784199,0.9074392,0.0006355352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000001508949,0.001140906,0.7035781,0.0001410961,0.0007959274,0.0002634506,0.0002240554,0.0004144651,0.2934405],"genre_scores_gemma":[0.0427191,0.0002068193,0.00828456,0.0002951068,0.000816293,0.00002413238,0.001855656,0.0000825959,0.9457157],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9327737,"threshold_uncertainty_score":0.9997951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066072375132459,"score_gpt":0.2205914054837028,"score_spread":0.1999306817323782,"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."}}