{"id":"W4312701113","doi":"10.14778/3551793.3551847","title":"ConnectorX","year":2022,"lang":"en","type":"article","venue":"Proceedings of the VLDB Endowment","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Overhead (engineering); Bridge (graph theory); Database; Process (computing); Interface (matter); Distributed 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003107788,0.00268405,0.001601604,0.002301936,0.001233928,0.006169413,0.00601276,0.001887632,0.1528591],"category_scores_gemma":[0.009569264,0.00178352,0.001915441,0.003600186,0.0009868264,0.009604281,0.008015667,0.002946451,0.130331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001260702,"about_ca_system_score_gemma":0.00266975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003236249,"about_ca_topic_score_gemma":0.003220181,"domain_scores_codex":[0.9963931,0.0004882796,0.000342253,0.0007494973,0.001587035,0.0004398288],"domain_scores_gemma":[0.995553,0.000829061,0.0002347516,0.001953388,0.001023228,0.0004066339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001361505,0.0002412279,0.002263575,0.001159251,0.0001520976,0.0003472644,0.0003791109,0.001326335,0.008796874,0.03710275,0.7396827,0.2071874],"study_design_scores_gemma":[0.0001739034,0.0001455786,0.001334567,0.0001191888,0.00004823802,0.0003816661,0.00009257457,0.007732155,0.009889144,0.01130329,0.9686997,0.00007997752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005304349,0.001418596,0.1929367,0.0008809072,0.0007371326,0.0007744188,0.02209904,0.6822836,0.09356519],"genre_scores_gemma":[0.06961286,0.003220488,0.2045119,0.003754862,0.0006642111,0.001897119,0.2658621,0.2022078,0.2482686],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1528591,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007993055508866007,"score_gpt":0.1949078095130642,"score_spread":0.1869147540041982,"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."}}