{"id":"W2114433535","doi":"10.1109/icsmc.2009.5346661","title":"Ontological view based semantic transformation for distributed systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Western University","funders":"","keywords":"Computer science; Predicate (mathematical logic); Ontology; Transformation (genetics); Semantic integration; Domain (mathematical analysis); Information retrieval; Theoretical computer science; Semantic computing; Semantic Web; Mathematics; Epistemology; Programming language","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":[0.002025291,0.0004755557,0.0005421271,0.001124201,0.001103581,0.002464195,0.001456544,0.0009605762,0.003187111],"category_scores_gemma":[0.002723173,0.0003482047,0.001647003,0.001170564,0.002194499,0.005605801,0.003883457,0.002806596,0.001011689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001520419,"about_ca_system_score_gemma":0.001434628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756734,"about_ca_topic_score_gemma":0.001560916,"domain_scores_codex":[0.9976373,0.0007211678,0.0001601225,0.0002951684,0.001070431,0.0001157955],"domain_scores_gemma":[0.999144,0.000278273,0.00004358887,0.0003217693,0.0001676732,0.00004466172],"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":[0.00001440247,0.00002670008,0.00005741232,0.00005010214,0.00001825999,0.0001020884,0.0002744697,0.00790726,0.001774475,0.9433873,0.001865497,0.04452214],"study_design_scores_gemma":[0.00002271305,0.00001711244,0.00006357435,0.00003355153,0.00002499547,0.0001297723,0.0001514973,0.1257909,0.004359512,0.8078092,0.06157513,0.00002187591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.000922786,0.00008180353,0.9934411,0.0002451604,0.00005903943,0.0000347225,0.00002764606,0.0002654714,0.004922239],"genre_scores_gemma":[0.1551434,0.0005562713,0.8349808,0.000313687,0.0001447414,0.0003305256,0.0004086492,0.0003572905,0.007764687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003187111,"threshold_uncertainty_score":0.01103151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238064325787669,"score_gpt":0.2707524197544265,"score_spread":0.2383717764965499,"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."}}