{"id":"W4246352428","doi":"10.23919/mwp48676.2020.9314481","title":"MWP 2020 Technical Program","year":2020,"lang":"en","type":"article","venue":"","topic":"Scientific and Engineering Research Topics","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Information and Communications Technology; University of Colorado Boulder; Goddard Space Flight Center; Iran Telecommunication Research Center; Nanjing University; Università di Bologna; Hokkaido University; University of California, Santa Barbara; Dalian University of Technology; Aalborg Universitet; Universitat Politècnica de València; Jinan University; National Institute of Standards and Technology; Swinburne University of Technology; Tsinghua University; RMIT University; MIREA - Russian Technological University; Strong; Universidad Carlos III de Madrid; Waseda University; National Institute of Advanced Industrial Science and Technology; Xi'an Institute of Optics and Precision Mechanics; University of Hull; Centre National de la Recherche Scientifique; Chinese Academy of Sciences; Norges Teknisk-Naturvitenskapelige Universitet; Jilin University; McGill University; University of Ottawa; National Aeronautics and Space Administration; Institute of Semiconductors, Chinese Academy of Sciences; Drexel University; Southeast University; Monash University; City University of Hong Kong; Nanjing University of Aeronautics and Astronautics; Rensselaer Polytechnic Institute","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007644101,0.00004944187,0.00006306073,0.00001073503,0.00002886802,0.00007316933,0.0001985982,0.00004372827,0.001893337],"category_scores_gemma":[0.0001919169,0.00004018776,0.00004160266,0.0002463783,0.00003359477,0.00004366376,0.00008728422,0.0001468641,0.002343559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009626251,"about_ca_system_score_gemma":0.00001426963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004393784,"about_ca_topic_score_gemma":0.000003823674,"domain_scores_codex":[0.9993224,0.000006888232,0.00008694242,0.0001690611,0.000232757,0.000181996],"domain_scores_gemma":[0.9996344,0.00001686796,0.000006523891,0.0001406101,0.00002375691,0.0001778782],"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":[0.00001273726,0.00008412888,0.002673975,0.00005107959,0.00001427205,0.0002124216,0.00003816614,0.00005726624,0.00746311,0.00503416,0.9273444,0.05701425],"study_design_scores_gemma":[0.0002808982,0.0001156065,0.01755157,0.000005416243,0.000005303309,0.00003155277,0.00005394372,0.01323828,0.002601826,0.0001168788,0.9658352,0.0001635375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3178969,0.0003409239,0.06622423,0.02859376,0.002370303,0.001588891,0.00003305787,0.007942487,0.5750094],"genre_scores_gemma":[0.9751832,0.000003997058,0.01044669,0.0002846066,0.0002974235,0.00002644136,0.000009386339,0.000011627,0.01373657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6572863,"threshold_uncertainty_score":0.9990191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037250639741345,"score_gpt":0.330605943546544,"score_spread":0.2902334371491305,"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."}}