{"id":"W4294242525","doi":"10.1007/978-1-4842-8170-3_6","title":"Oracle Machine Learning REST Services","year":2022,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon University","funders":"","keywords":"Rest (music); Oracle; Computer science; Artificial intelligence; World Wide Web; Programming language; Medicine","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":[0.001201773,0.001757536,0.0009647603,0.001798952,0.0006619355,0.00380963,0.00245488,0.001494612,0.05501049],"category_scores_gemma":[0.004271776,0.0007542594,0.001196911,0.002395954,0.0005332888,0.003659283,0.002203169,0.002290667,0.08318377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164635,"about_ca_system_score_gemma":0.001058976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006971,"about_ca_topic_score_gemma":0.004152803,"domain_scores_codex":[0.9983999,0.0002371485,0.0001366802,0.0001836888,0.0008301471,0.0002124987],"domain_scores_gemma":[0.9982802,0.000348086,0.00009093049,0.0006844128,0.0004335371,0.000162953],"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":[0.000263769,0.0001662814,0.0007309617,0.0004234628,0.0000628907,0.000262463,0.0001082623,0.003253049,0.00444483,0.06100614,0.6798791,0.2493988],"study_design_scores_gemma":[0.00009796395,0.00006596449,0.002485303,0.0001440024,0.00003823948,0.0004557749,0.00004423142,0.04008749,0.01282059,0.05609639,0.8875496,0.0001145243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.004239571,0.002668848,0.3122014,0.002558627,0.0006303018,0.0003858251,0.01209909,0.4243334,0.2408829],"genre_scores_gemma":[0.1440803,0.005756924,0.2031714,0.006493247,0.001108783,0.001060516,0.09690515,0.07545028,0.4659735],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05501049,"threshold_uncertainty_score":0.1840284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05869035030920856,"score_gpt":0.250925460360826,"score_spread":0.1922351100516175,"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."}}