{"id":"W4249104769","doi":"10.4018/978-1-7998-2460-2.ch087","title":"Unleashing Artificial Intelligence onto Big Data: A Review","year":2020,"lang":"en","type":"review","venue":"IGI Global eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Big data; Petabyte; Computer science; Artificial intelligence; Data science; Value (mathematics); Applications of artificial intelligence; Data mining; Machine learning","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":[],"consensus_categories":[],"category_scores_codex":[0.002175427,0.0009622029,0.001626732,0.005460463,0.0005389472,0.002946412,0.001290088,0.001785196,0.004554557],"category_scores_gemma":[0.00415731,0.0005143368,0.0009827468,0.009365361,0.00134598,0.004090567,0.001393411,0.002789721,0.002222802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491401,"about_ca_system_score_gemma":0.004305414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725248,"about_ca_topic_score_gemma":0.005029931,"domain_scores_codex":[0.9991642,0.000232325,0.0001019514,0.00009819873,0.000350261,0.00005300693],"domain_scores_gemma":[0.9951977,0.003454227,0.0003120749,0.0001010586,0.000712083,0.0002228521],"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":[0.00004807651,0.00006630718,0.0003010372,0.05485599,0.0001499605,0.0001822819,0.0002369091,0.0004495008,0.0004992746,0.01616343,0.0645659,0.8624813],"study_design_scores_gemma":[0.000006007833,0.00004218427,0.0006284788,0.02239395,0.0001099603,0.0002990664,0.0001642502,0.00008909959,0.0001125991,0.006772457,0.9693593,0.00002262648],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004344515,0.9981343,0.0001045619,0.000705056,0.0001937055,0.000003544083,0.00001503053,0.000006214289,0.0007941319],"genre_scores_gemma":[0.000307952,0.998801,0.0001580621,0.0003835166,0.0001667215,0.000005009148,0.00001644838,0.00000178773,0.00015952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005460463,"threshold_uncertainty_score":0.01523656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.325623298371386,"score_gpt":0.3835390571736734,"score_spread":0.05791575880228733,"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."}}