{"id":"W7097894154","doi":"","title":"Second International Conference on Autonomous Agents and Multi-Agent Systems 3rd Workshop on Ontologies in Agent Systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interoperability; Ontology; Semantic Web; Software agent; Multi-agent system; Knowledge sharing; Semantic interoperability; Information system; Autonomous agent","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006251052,0.0002980428,0.0003583616,0.0003008766,0.0001065232,0.0005537871,0.0005802825,0.0001569605,0.00009396322],"category_scores_gemma":[0.00008598248,0.0002487742,0.00005654961,0.0001720699,0.00003195114,0.000360331,0.0001160457,0.0002000281,0.0001491462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003361369,"about_ca_system_score_gemma":0.00006652685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003015818,"about_ca_topic_score_gemma":0.000318933,"domain_scores_codex":[0.9974797,0.0003173909,0.0006245072,0.0007417017,0.0004580245,0.000378665],"domain_scores_gemma":[0.998821,0.0001449129,0.0002568942,0.000538442,0.00009514823,0.0001436133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005608677,0.001313396,0.02038958,0.0003476017,0.0002276754,0.0002623616,0.00564819,0.02608514,0.0008507453,0.927112,0.007824671,0.009882576],"study_design_scores_gemma":[0.002134352,0.000166179,0.03411665,0.000552067,0.00000636537,0.00005184274,0.001472932,0.9434188,0.0002776544,0.00006094207,0.01713827,0.000603929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5618327,0.0009914457,0.3351325,0.0009461142,0.01906281,0.003449172,0.00003620635,0.0006615914,0.07788749],"genre_scores_gemma":[0.9910069,0.000096289,0.001254039,0.0001955991,0.00004968089,0.0001163888,0.00000693809,0.00001300449,0.007261239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.927051,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1073109300169217,"score_gpt":0.3096567829707061,"score_spread":0.2023458529537844,"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."}}