{"id":"W2017386570","doi":"10.1145/2695664.2695823","title":"FOSHU","year":2015,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Computer science; Database transaction; Data mining; Task (project management); Profit (economics); Execution time; Database; Distributed computing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006450788,0.001009721,0.0006915221,0.002713861,0.0009150705,0.001859544,0.00193492,0.0009498101,0.08882043],"category_scores_gemma":[0.003559447,0.0004488048,0.0008092052,0.002575458,0.000449282,0.003249542,0.001985407,0.0007880236,0.05705954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00085276,"about_ca_system_score_gemma":0.001208273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00173307,"about_ca_topic_score_gemma":0.002126014,"domain_scores_codex":[0.9990638,0.00009443062,0.00008543146,0.0003060451,0.0003524372,0.00009796913],"domain_scores_gemma":[0.9990175,0.0001939122,0.00009538109,0.0003004078,0.0003186396,0.00007411368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006800547,0.0001323789,0.002219769,0.0007367326,0.00008689023,0.0003584193,0.0001616193,0.006217753,0.01083873,0.03742132,0.1692829,0.7718633],"study_design_scores_gemma":[0.0001018089,0.0001735032,0.001288133,0.0001280709,0.00003854227,0.0009891039,0.0001417712,0.04457091,0.02257769,0.04812793,0.8817924,0.00007017868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02664358,0.003648715,0.6022083,0.002229385,0.001499603,0.0009850524,0.03642908,0.09449752,0.2318588],"genre_scores_gemma":[0.159093,0.003206261,0.5487497,0.001911522,0.0005028265,0.001158932,0.09641819,0.005133435,0.1838261],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9111795,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06242702842447991,"score_gpt":0.2752522185367186,"score_spread":0.2128251901122387,"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."}}