{"id":"W2901356348","doi":"10.1145/3274895.3274961","title":"DISTIL","year":2018,"lang":"en","type":"article","venue":"","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Computer science; SPARK (programming language); Volume (thermodynamics); Throughput; Distributed computing; Distributed database; Real-time computing; Operating system; Wireless","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":[0.000876043,0.001165532,0.0007408818,0.001658544,0.001554047,0.003801454,0.002276569,0.00138151,0.2530947],"category_scores_gemma":[0.003116414,0.000565726,0.0005987529,0.001649258,0.0006347386,0.004048835,0.005367642,0.002002159,0.1683404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001636,"about_ca_system_score_gemma":0.001765996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002530832,"about_ca_topic_score_gemma":0.004409814,"domain_scores_codex":[0.9988153,0.0001470934,0.00005750665,0.0002693436,0.0005238181,0.0001870419],"domain_scores_gemma":[0.9982783,0.0002268356,0.00005784322,0.0005530638,0.0005668287,0.0003172463],"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":[0.0006854779,0.0001958097,0.001770659,0.0007095622,0.00003570428,0.0003125294,0.0002798373,0.001982357,0.00595028,0.04510133,0.5979555,0.345021],"study_design_scores_gemma":[0.0000452047,0.00004374493,0.0003555201,0.00005385677,0.000007892932,0.0002137184,0.00009487532,0.003966383,0.003833211,0.007570767,0.98379,0.00002492187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01369529,0.003339155,0.1229198,0.005519622,0.003449329,0.0005117059,0.02988446,0.1126128,0.7080678],"genre_scores_gemma":[0.1010403,0.002870377,0.09970369,0.003083518,0.0006970544,0.0005014027,0.07375,0.0199297,0.6984239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2530947,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122644371644641,"score_gpt":0.2332370733732086,"score_spread":0.2220106296567622,"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."}}