{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002330098,0.00007341785,0.0001042537,0.0000351295,0.0002530426,0.00001650047,0.0007666597,0.000006917287,0.0000327714],"category_scores_gemma":[0.00002967234,0.00005113397,0.00005858633,0.0002719473,0.00003039758,0.0002485426,0.001444522,0.00009169454,0.000003189788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005963777,"about_ca_system_score_gemma":0.00002159342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003161591,"about_ca_topic_score_gemma":6.731587e-7,"domain_scores_codex":[0.9991403,0.000006278125,0.0001625468,0.0001882622,0.0003529314,0.0001496986],"domain_scores_gemma":[0.999557,0.00001830968,0.000162182,0.0001773182,0.00005611943,0.00002906635],"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":[0.000005068178,0.00004112479,0.0006923855,0.00002545215,0.00001179215,4.080952e-7,0.0006236226,0.00004679266,0.02957805,0.9625613,0.005011687,0.001402326],"study_design_scores_gemma":[0.0006151227,0.0002128039,0.0009796411,0.0000372383,0.00001015899,0.00007973623,0.001247508,0.001309118,0.2269606,0.01148546,0.7567901,0.0002725072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7458826,0.002752974,0.1006806,0.0221336,0.008822625,0.004206023,0.000269494,0.001128765,0.1141233],"genre_scores_gemma":[0.9870508,0.000005593062,0.0118302,0.0002459637,0.00003438326,0.0001186636,5.318936e-7,0.000005896593,0.0007079873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9510759,"threshold_uncertainty_score":0.2085183,"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."}}