{"id":"W2578952121","doi":"10.3233/978-1-61499-660-6-9","title":"What Is Ontology Reuse?","year":2016,"lang":"en","type":"book-chapter","venue":"Frontiers in artificial intelligence and applications","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Ontology; Computer science; Reuse; Information retrieval; Philosophy; Biology; Epistemology; Ecology","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":[0.0001575792,0.0002463607,0.0003620017,0.000262985,0.0001284492,0.0002137872,0.001299882,0.0003264348,0.00005206537],"category_scores_gemma":[0.0000179986,0.0002145138,0.00007846136,0.00008751568,0.0003425926,0.0004067054,0.00034297,0.0002308054,0.000248921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005468035,"about_ca_system_score_gemma":0.00007042279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009336228,"about_ca_topic_score_gemma":0.00005718217,"domain_scores_codex":[0.9983734,0.00001441795,0.0004677478,0.0007034583,0.0001556221,0.0002853735],"domain_scores_gemma":[0.9984539,0.0001018951,0.0001628601,0.001131111,0.00007057429,0.00007965243],"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":[0.000002084831,0.00000901456,0.00001754716,0.0000058737,0.00000973565,0.000003072279,0.0002071888,6.378586e-7,0.00000388381,0.562151,0.002683099,0.4349068],"study_design_scores_gemma":[0.00001047986,0.00001953405,0.000007361864,0.00007980425,0.000008527131,0.000005281589,0.0001377751,0.0004524642,0.0003463923,0.7440135,0.2547116,0.0002072955],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000003962339,0.006212423,0.9169244,0.007656036,0.001110273,0.0004281104,0.000008881761,0.0000970761,0.0675588],"genre_scores_gemma":[0.009889279,0.1145566,0.2432249,0.007151318,0.002175276,0.001234215,0.00004020107,0.0001683641,0.6215599],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6736996,"threshold_uncertainty_score":0.8747617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749696090719632,"score_gpt":0.2863149539926552,"score_spread":0.2388179930854589,"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."}}