{"id":"W2576743109","doi":"10.1145/3012408.3012412","title":"MHDeS","year":2016,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada); University of New Brunswick","funders":"","keywords":"Computer science; Java; Programming language; Implementation; Graph; Operating system; Theoretical computer science","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":[0.0008895437,0.001049431,0.0006802405,0.001020435,0.0007130321,0.002158156,0.002297588,0.0009535544,0.1540562],"category_scores_gemma":[0.003362107,0.0008691546,0.0008350819,0.0005731295,0.0004492681,0.003623713,0.003805881,0.001495629,0.07740446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008521684,"about_ca_system_score_gemma":0.001098266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0015296,"about_ca_topic_score_gemma":0.002246028,"domain_scores_codex":[0.9988954,0.0001316162,0.00009256808,0.0002589771,0.0004904792,0.0001309701],"domain_scores_gemma":[0.9984403,0.0002506036,0.00007824309,0.00076517,0.0003778769,0.00008780468],"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":[0.001080395,0.0001515641,0.001871184,0.001079557,0.00008416566,0.0002821426,0.000414607,0.002001677,0.009653516,0.07467183,0.7057628,0.2029466],"study_design_scores_gemma":[0.00006711746,0.00003461068,0.0003489195,0.00007259135,0.00001915005,0.0001212267,0.00004756092,0.002383063,0.008851766,0.009042177,0.9789882,0.00002352187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.01375608,0.001614786,0.2513454,0.00179537,0.002417794,0.0008234167,0.06112396,0.3450371,0.3220861],"genre_scores_gemma":[0.1254313,0.001713362,0.1540983,0.003521604,0.0006942913,0.001355914,0.1019303,0.0609622,0.5502927],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8459438,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00952085500084597,"score_gpt":0.2176822886706892,"score_spread":0.2081614336698432,"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."}}