{"id":"W4313065965","doi":"10.14778/3551793.3551853","title":"Spooky","year":2022,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Data Storage Technologies","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Merge (version control); Computer science; Granularity; Associative array; Data structure; Parallel computing; Operating system; Programming language","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":[0.00183337,0.001052184,0.0009827989,0.00195751,0.003206469,0.00330779,0.002266614,0.001664382,0.04828234],"category_scores_gemma":[0.009566142,0.0008145366,0.001038487,0.00199511,0.002738542,0.009653626,0.008285323,0.002189865,0.01684859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371728,"about_ca_system_score_gemma":0.002323614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634715,"about_ca_topic_score_gemma":0.002321287,"domain_scores_codex":[0.9961308,0.0004077255,0.0002773571,0.000814189,0.001676454,0.0006934116],"domain_scores_gemma":[0.9950051,0.00105584,0.0004014473,0.002264349,0.001011951,0.0002614927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001741892,0.0002046808,0.005544576,0.0009403037,0.0001121804,0.001077015,0.002194074,0.004990342,0.01769346,0.2165195,0.1562507,0.5927312],"study_design_scores_gemma":[0.0001201689,0.0002506619,0.001837151,0.000344777,0.0001175757,0.002007459,0.0009205551,0.02245224,0.03532056,0.09813274,0.8383226,0.0001736254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08187572,0.004351257,0.5716651,0.005845852,0.003724716,0.001066411,0.005635235,0.03580888,0.2900269],"genre_scores_gemma":[0.5267187,0.003395212,0.2036652,0.004577193,0.0007738487,0.001199241,0.008612829,0.009382167,0.2416757],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04828234,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181195605712601,"score_gpt":0.215747017196516,"score_spread":0.20393506113939,"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."}}