{"id":"W7066834217","doi":"","title":"Intelligent Data Engineering and Automated Learning - IDEAL 2006","year":2017,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal do Rio Grande do Norte; Universidade Estadual do Ceará; Universidad Carlos III de Madrid; Xidian University; Universidad Politécnica de Madrid; Universidade de São Paulo; Euskal Herriko Unibertsitatea; Università degli Studi di Milano-Bicocca; Konkuk University; Universidade do Porto; Queen's University Belfast; Queensland University of Technology; Universidad de Granada; Durham University; Chosun University; University of Essex; Brown University; Universidad de Sevilla; University of Portsmouth; Queen's University; University of Patras; Universidade da Coruña; Univerzita Komenského v Bratislave","keywords":"Ideal (ethics); Intelligent decision support system; Information engineering; Knowledge representation and reasoning; Big data; Data modeling","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.004985346,0.0008632652,0.001442777,0.001661963,0.0008661245,0.006829791,0.001435948,0.001453085,0.009198738],"category_scores_gemma":[0.0103541,0.0009182561,0.001068776,0.002700169,0.002416807,0.005381634,0.002478783,0.004228607,0.005224778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245735,"about_ca_system_score_gemma":0.002884081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002378241,"about_ca_topic_score_gemma":0.00263146,"domain_scores_codex":[0.9969528,0.0006402119,0.0002254525,0.0006657119,0.001401898,0.0001139844],"domain_scores_gemma":[0.9962199,0.001439815,0.0001402468,0.00102535,0.001007749,0.0001668647],"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":[0.0001069184,0.00007682313,0.000801123,0.0004996489,0.0001016373,0.00008911843,0.0002678089,0.01099043,0.0007969825,0.2812538,0.2001275,0.5048882],"study_design_scores_gemma":[0.00001499841,0.00004271401,0.0007930071,0.0004548876,0.00002498896,0.0003093249,0.0001379499,0.03638554,0.002348318,0.212445,0.7470011,0.00004234202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.004468077,0.106631,0.7652839,0.01904782,0.008740675,0.0002968136,0.001729117,0.002579309,0.09122326],"genre_scores_gemma":[0.08487542,0.07461704,0.6574573,0.003634028,0.003781998,0.0003893737,0.006387712,0.001444915,0.1674122],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009198738,"threshold_uncertainty_score":0.03077281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244800968354617,"score_gpt":0.2662821250456689,"score_spread":0.2418020282102072,"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."}}