{"id":"W4323343708","doi":"10.14778/3579075.3579080","title":"Change Propagation Without Joins","year":2023,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Joins; Computer science; Query plan; Latency (audio); Query optimization; Constant (computer programming); Operator (biology); Theoretical computer science; Plan (archaeology); Space (punctuation); Distributed computing; Information retrieval; Sargable; Search engine; Web search query; Telecommunications","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":[0.004143281,0.001119888,0.001205765,0.002069676,0.001124696,0.003889123,0.004735198,0.001357145,0.005205759],"category_scores_gemma":[0.01075996,0.0008617654,0.001512881,0.002760801,0.00187482,0.01035104,0.004213725,0.00333381,0.001270057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368612,"about_ca_system_score_gemma":0.001984873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006749473,"about_ca_topic_score_gemma":0.005441824,"domain_scores_codex":[0.9934189,0.0007470506,0.000473275,0.001374195,0.003386772,0.0005998571],"domain_scores_gemma":[0.9922034,0.002151669,0.0004977575,0.003632263,0.001274289,0.0002406231],"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":[0.0005826576,0.0004070031,0.003581031,0.0005911968,0.0001636494,0.0004806767,0.0007602376,0.06489197,0.02985132,0.1951877,0.02211276,0.6813898],"study_design_scores_gemma":[0.0001324933,0.0004658458,0.001329829,0.00008263711,0.000189493,0.0007158738,0.0002397372,0.7195623,0.05052241,0.143127,0.08349331,0.0001390446],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007737129,0.0004396865,0.9821978,0.0004598143,0.0001183145,0.000226772,0.0003277047,0.00523567,0.003257031],"genre_scores_gemma":[0.2233998,0.000566147,0.7663136,0.0005835231,0.0003354818,0.0002907382,0.001073477,0.001248972,0.006188314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006749473,"threshold_uncertainty_score":0.02191204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04032232648022806,"score_gpt":0.2605863433371262,"score_spread":0.2202640168568981,"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."}}