{"id":"W1558269691","doi":"","title":"Conceptual Modeling: Foundations and Applications: Essays in Honor of John Mylopoulos","year":2009,"lang":"en","type":"book","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Software engineering; Metamodeling; Conceptual model; Conceptual schema; Database","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001294774,0.0001575255,0.0003076954,0.0002055658,0.00004370888,0.00005753086,0.0006030241,0.0001805454,0.00001858154],"category_scores_gemma":[0.00002556175,0.0001434761,0.00004484163,0.0001240943,0.0001425035,0.0001879769,0.0001530228,0.0001515851,0.00001588634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003629367,"about_ca_system_score_gemma":0.0003405977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003399701,"about_ca_topic_score_gemma":0.00008863765,"domain_scores_codex":[0.9989336,0.00001998916,0.0003592066,0.000374248,0.0001637294,0.0001492731],"domain_scores_gemma":[0.9991001,0.0001492013,0.0001168838,0.0004997112,0.00009552863,0.0000385246],"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":[9.329433e-7,0.00002544263,0.00001964385,0.00001452145,0.000007746717,0.000001159798,0.0001820799,0.0002804567,0.000001816434,0.9788806,0.002553208,0.01803243],"study_design_scores_gemma":[0.0004784871,0.00008683101,0.00008198143,0.0001036423,0.00002235339,0.0000124712,0.0001882091,0.147829,0.00001919567,0.8049517,0.04580056,0.0004255864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00001455655,0.0007250192,0.54221,0.0002580849,0.00002648311,0.0002810611,0.000002053345,0.00006636928,0.4564164],"genre_scores_gemma":[0.0607099,0.00264602,0.2859379,0.001543845,0.0004956319,0.0003805921,0.0001410044,0.00005544053,0.6480896],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2562721,"threshold_uncertainty_score":0.5850785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03667283968681038,"score_gpt":0.2712702265089091,"score_spread":0.2345973868220987,"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."}}