{"id":"W4387999418","doi":"10.1007/978-3-031-47262-6","title":"Conceptual Modeling","year":2023,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Instituto Superior Técnico; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Technische Universität Clausthal; Högskolan i Skövde; Universitat Politècnica de Catalunya; Alpen-Adria-Universität Klagenfurt; Universidade Federal do Espírito Santo; Universidade Federal de Minas Gerais; Università degli Studi di Brescia; Universität Duisburg-Essen; Université de Fribourg; King Mongkut's Institute of Technology Ladkrabang; Anglia Ruskin University; Victoria University; Rīgas Tehniskā Universitāte; Vrije Universiteit Amsterdam; Université de Genève; Università di Bologna; University of Haifa; Universitat Politècnica de València; Ben-Gurion University of the Negev; Universidade Federal do Rio Grande do Sul; Universidad Autónoma de Madrid; Technische Universität Braunschweig; King Abdullah University of Science and Technology; Memorial University of Newfoundland; University of Toronto; Libera Università di Bolzano; Beijing University of Technology; LOEWE Zentrum AdRIA; Technische Universiteit Eindhoven; Aston University; University of Twente; Nanzan University; Pontifícia Universidade Católica do Rio de Janeiro; Victoria University of Wellington; Stockholms Universitet; Chalmers Tekniska Högskola; Universidade Nova de Lisboa; Kungliga Tekniska Högskolan; Christian-Albrechts-Universität zu Kiel; Universiteit Utrecht; Technische Universität Wien; Sapienza Università di Roma; Universidad de Alicante; University of South Australia; University of Technology Sydney; Universiteit Gent; Université de Sfax; International Science and Technology Center; University of Miami; University of Texas at Arlington; Institució Catalana de Recerca i Estudis Avançats; Universidade Federal do Rio de Janeiro; University of Ottawa; RWTH Aachen University; Conservatoire National des Arts et Métiers; University of Essex; Tata Consultancy Services","keywords":"Computer science; Focus (optics); Conceptual model; Management science; Data science; Software engineering; Database; Engineering","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":[0.001419449,0.001121932,0.0006649671,0.00232037,0.00129553,0.006424766,0.00217962,0.00121268,0.04825618],"category_scores_gemma":[0.003964348,0.0006985116,0.001525484,0.003033637,0.001116875,0.007466889,0.002328909,0.002007466,0.02282611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977238,"about_ca_system_score_gemma":0.002350854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005897685,"about_ca_topic_score_gemma":0.004794366,"domain_scores_codex":[0.9985493,0.0003608844,0.0001323178,0.0003460418,0.000532906,0.00007852567],"domain_scores_gemma":[0.9988768,0.0003040499,0.00003850329,0.0004413138,0.0002899364,0.00004949175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001230275,0.00003157441,0.0001128945,0.0001319189,0.00001634232,0.00005591847,0.0003019971,0.001584807,0.0005092078,0.8627255,0.03035717,0.1041603],"study_design_scores_gemma":[0.00000801941,0.000008671463,0.00009832715,0.0001252583,0.00002564442,0.000151199,0.0001777038,0.009297929,0.001058303,0.3797285,0.6093081,0.00001227306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002092232,0.002569313,0.7114832,0.002904038,0.0005262116,0.0002873924,0.00290462,0.003646517,0.2735865],"genre_scores_gemma":[0.09643123,0.007351999,0.5665149,0.001423922,0.0003988814,0.0006850444,0.02229423,0.001971483,0.3029284],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04825618,"threshold_uncertainty_score":0.161433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999401625708956,"score_gpt":0.270277318671731,"score_spread":0.2302833024146415,"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."}}