{"id":"W7135579069","doi":"","title":"Joint Proceedings of the Onto4FAIR 2023 Workshops:collocated with 13th International Conference on Formal Ontology in Information Systems, FOIS 2023, Sherbrooke, QC, Canada, July 20, 2023 and 19th International Conference on Semantic Systems, SEMANTICS 2023","year":2023,"lang":"en","type":"book","venue":"University of Twente Research Information","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"HORIZON EUROPE Framework Programme; Horizon 2020 Framework Programme; Rural Development Administration; Agence Nationale de la Recherche; Deutsche Forschungsgemeinschaft","keywords":"Joint (building); Ontology; Semantic Web; Semantics (computer science); Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01013522,0.001205961,0.00155906,0.002256498,0.002095197,0.009037827,0.002358882,0.003064374,0.06166617],"category_scores_gemma":[0.006832226,0.000790488,0.002040063,0.00345903,0.002152657,0.006546009,0.004350263,0.003860298,0.02661126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004633904,"about_ca_system_score_gemma":0.006967153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028812,"about_ca_topic_score_gemma":0.03799933,"domain_scores_codex":[0.9960486,0.001240271,0.0002344564,0.0005286042,0.001518594,0.0004294916],"domain_scores_gemma":[0.9944535,0.001893361,0.0001014641,0.001119025,0.00152742,0.0009052921],"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":[0.0002439492,0.0003225895,0.0005726967,0.0006416444,0.0000602115,0.0003898869,0.001007752,0.001283353,0.003968483,0.04364095,0.6686325,0.279236],"study_design_scores_gemma":[0.00001393455,0.00003636381,0.0004564103,0.0001668905,0.00001431549,0.0001992178,0.0002823335,0.001719966,0.001142616,0.008938731,0.9870054,0.00002383674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01611533,0.0465809,0.4521368,0.04032248,0.04879818,0.001554271,0.006406361,0.005860536,0.3822251],"genre_scores_gemma":[0.02519766,0.02215124,0.1233306,0.00297783,0.003366277,0.0006744851,0.01250536,0.00399949,0.8057971],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06166617,"threshold_uncertainty_score":0.2062939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0524176525019382,"score_gpt":0.2541861791634349,"score_spread":0.2017685266614967,"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."}}