{"id":"W2196021064","doi":"10.25035/pad.2015.002","title":"Cloud-based Meta-analysis to Bridge Science and Practice: Welcome to metaBUS","year":2015,"lang":"en","type":"article","venue":"Personnel Assessment and Decisions","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology; University of Calgary","funders":"SHRM Foundation; Virginia Commonwealth University; National Science Foundation","keywords":"Bridge (graph theory); Computer science; Cloud computing; Data science; Interface (matter); The Internet; Interpretation (philosophy); World Wide Web; Information overload","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04674892,0.001382632,0.0014423,0.004666927,0.001395161,0.00702769,0.003461245,0.00355873,0.08302789],"category_scores_gemma":[0.1510356,0.001223019,0.002490931,0.00381691,0.001625512,0.0145707,0.01089735,0.006072294,0.0194468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001503149,"about_ca_system_score_gemma":0.004816024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372156,"about_ca_topic_score_gemma":0.004184894,"domain_scores_codex":[0.9849405,0.009374305,0.001153097,0.0007966612,0.003306343,0.0004290869],"domain_scores_gemma":[0.7999671,0.1501214,0.00361084,0.01693016,0.01617381,0.01319665],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006016093,0.0001126881,0.001484683,0.001594241,0.0002304171,0.0009534332,0.004827348,0.0009106977,0.002358418,0.01295863,0.7496625,0.2243054],"study_design_scores_gemma":[0.0003258987,0.0001220485,0.001634021,0.001791747,0.00008278416,0.00073347,0.00136219,0.006157661,0.001395607,0.04633269,0.939898,0.0001638826],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.009450881,0.0109047,0.5604725,0.2520912,0.02292033,0.00213854,0.01072969,0.09734916,0.03394293],"genre_scores_gemma":[0.03506711,0.00514878,0.8380474,0.03412779,0.01294601,0.003762505,0.008080975,0.03530628,0.02751312],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9532511,"threshold_uncertainty_score":0.277756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2795515029975171,"score_gpt":0.4648037222280033,"score_spread":0.1852522192304862,"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."}}