{"id":"W3092536536","doi":"10.5539/hes.v10n4p36","title":"Design on Big data Platform-based in Higher Education Institute","year":2020,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Big data; Computer science; Cloud computing; Data science; Architecture; Automation; World Wide Web; Data mining; Operating system; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000938796,0.0003792555,0.0002816313,0.000611874,0.001139201,0.002704927,0.001782629,0.0008023749,0.008381579],"category_scores_gemma":[0.001009325,0.0003341938,0.0005157015,0.0006252829,0.000484607,0.002085615,0.002387317,0.0007302574,0.003466873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084238,"about_ca_system_score_gemma":0.002385115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762329,"about_ca_topic_score_gemma":0.001601293,"domain_scores_codex":[0.9989046,0.0002342768,0.00007695106,0.0002338841,0.0003330923,0.0002172864],"domain_scores_gemma":[0.9993927,0.00003773379,0.00004067218,0.000099812,0.0002174889,0.000211552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001057701,0.001331176,0.01915882,0.0009977687,0.0002010642,0.002111056,0.003221162,0.09099697,0.07696526,0.3197824,0.06678294,0.4173937],"study_design_scores_gemma":[0.0004233941,0.001164999,0.008311102,0.0001955932,0.000194147,0.0009858668,0.001520355,0.4075049,0.06669016,0.0541252,0.4586305,0.0002538167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06367104,0.0003517102,0.841291,0.002075293,0.000520471,0.001469637,0.000454419,0.007411731,0.08275468],"genre_scores_gemma":[0.6217831,0.0004204169,0.33587,0.001131962,0.0001799994,0.001589934,0.0009221866,0.0004264542,0.03767604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008381579,"threshold_uncertainty_score":0.02803916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3427398196482698,"score_gpt":0.3579036631724268,"score_spread":0.01516384352415695,"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."}}