{"id":"W2140361676","doi":"10.1109/coginf.2007.4341931","title":"A Tool for Dynamic Knowledge Modeling","year":2007,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Software engineering; Knowledge modeling; Protégé; Domain knowledge; Knowledge engineering; Ontology; Knowledge-based systems; Semantic Web; Knowledge management; Artificial intelligence","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":[0.003879798,0.001749751,0.001237629,0.004171779,0.001923129,0.006722585,0.004392948,0.002552032,0.01512879],"category_scores_gemma":[0.008507023,0.002250846,0.003463583,0.002322602,0.001576019,0.009192295,0.006523142,0.004281819,0.006695346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001627806,"about_ca_system_score_gemma":0.003028719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004674447,"about_ca_topic_score_gemma":0.005703678,"domain_scores_codex":[0.9970048,0.0004952498,0.0004718258,0.0006320779,0.001203088,0.0001929061],"domain_scores_gemma":[0.9963206,0.001693256,0.0002041846,0.001018623,0.0005675136,0.0001958315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002772593,0.0003737541,0.001801253,0.001395716,0.0002834807,0.001215535,0.002851449,0.03618006,0.01210531,0.4312409,0.05720655,0.4550688],"study_design_scores_gemma":[0.0001117202,0.00007152872,0.000334552,0.0005085919,0.0001533355,0.0009639228,0.00029659,0.2119627,0.01452217,0.1410535,0.6298558,0.0001655285],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0006727914,0.0001015831,0.9781094,0.0001964767,0.00006167762,0.0001897806,0.0006131309,0.0159753,0.004079983],"genre_scores_gemma":[0.01990219,0.0003991275,0.9649552,0.0002177095,0.00003627184,0.000666214,0.00378176,0.003065555,0.006975956],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01512879,"threshold_uncertainty_score":0.05061084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03014506957014901,"score_gpt":0.3115514245935382,"score_spread":0.2814063550233892,"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."}}