{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003219631,0.0008694043,0.0008251864,0.001741964,0.001900462,0.005230627,0.0008408217,0.002576821,0.002474664],"category_scores_gemma":[0.007519807,0.0005889242,0.000577851,0.00232611,0.007030086,0.01218228,0.00229649,0.00657536,0.001489723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272216,"about_ca_system_score_gemma":0.002268239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003000171,"about_ca_topic_score_gemma":0.003901727,"domain_scores_codex":[0.9989074,0.0003875748,0.00007704116,0.0001748387,0.0003989727,0.00005422415],"domain_scores_gemma":[0.9959799,0.002678098,0.0001267571,0.0001793169,0.0008400574,0.0001958863],"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":[0.00001120304,0.00002269834,0.000056831,0.0001493793,0.000009811498,0.00002542003,0.001112834,0.0004399566,0.0001037546,0.4427148,0.5138599,0.04149333],"study_design_scores_gemma":[0.000006157356,0.000005218005,0.0001526535,0.0004403982,0.000007287112,0.00007053228,0.0004909205,0.0005369514,0.00009342931,0.2759959,0.7221863,0.00001431571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001508632,0.3771195,0.0366074,0.4392764,0.03909813,0.00003523704,0.0001898961,0.0001438199,0.106021],"genre_scores_gemma":[0.1064826,0.4450085,0.04718688,0.08481325,0.1111597,0.0002710551,0.0005987727,0.0007811434,0.2036981],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005230627,"threshold_uncertainty_score":0.02374172,"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."}}