{"id":"W4389199242","doi":"10.21125/iceri.2023","title":"ICERI2023 Proceedings","year":2023,"lang":"sv","type":"paratext","venue":"ICERI proceedings","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Krell Institute; Technological University Dublin; Universidade do Minho; Zayed University; University of South Africa; Aston University; Instituto Mexicano del Seguro Social; Aoyama Gakuin University; Universität zu Lübeck; Vrije Universiteit Amsterdam; Technische Universiteit Delft; Ministry of Earth Sciences; Ulster University; University of Colorado Colorado Springs; City, University of London; University College Dublin; Universidad Panamericana; York University; Universitetet i Agder; Latvijas Universitate; Bowling Green State University; Lappeenranta University of Technology; Drexel University; University of Texas at Dallas; Anglia Ruskin University; Royal Academy of Engineering; University of Bolton; Doğu Akdeniz Üniversitesi; University of Lethbridge; Aalto-Yliopisto; University of Hertfordshire; Cardiff University; MacEwan University; Appalachian State University; Cork Institute of Technology; Universidade de Aveiro; Ryukoku University; Sveučilište u Zagrebu; Nanyang Technological University; Oklahoma State University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002323478,0.001156253,0.0007190477,0.001463321,0.001897558,0.006959655,0.002197033,0.003624877,0.5080711],"category_scores_gemma":[0.002948563,0.0002993009,0.0008891498,0.0009473969,0.0006984161,0.002947984,0.003157779,0.002463496,0.4502777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995593,"about_ca_system_score_gemma":0.003185871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006650566,"about_ca_topic_score_gemma":0.008649643,"domain_scores_codex":[0.9986225,0.0001650367,0.00005848932,0.0002030016,0.00070632,0.0002446579],"domain_scores_gemma":[0.9984764,0.0001353182,0.00005489512,0.0002242149,0.0006968218,0.0004123114],"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":[0.00007273276,0.00005668951,0.0001592798,0.0001235676,0.000006377497,0.0001033077,0.00003462681,0.0001225504,0.0005935197,0.006125382,0.9518785,0.0407235],"study_design_scores_gemma":[0.000004702981,0.000008134806,0.0001316018,0.00004305246,0.000001214852,0.00003089022,0.00002638474,0.00008120378,0.0001223322,0.0005732024,0.9989743,0.000002911702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001170782,0.00242822,0.003425893,0.009527889,0.02166538,0.0004111621,0.007626093,0.002581065,0.9511635],"genre_scores_gemma":[0.005105493,0.002117781,0.003092327,0.004095494,0.002548273,0.0002592503,0.0118173,0.001134629,0.9698295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4919289,"threshold_uncertainty_score":0.7016768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09697829616396433,"score_gpt":0.4172302942137692,"score_spread":0.3202519980498049,"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."}}