{"id":"W2097589562","doi":"10.1007/3-540-36189-8_19","title":"On Requirements for Ontologies in Management of Web Services","year":2002,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"World Wide Web; Knowledge management; Computer science; Business; Process management","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005661353,0.0005432173,0.0006188379,0.001182355,0.0001231468,0.0001834439,0.004437013,0.0002519005,0.00001698153],"category_scores_gemma":[0.000005253007,0.000473648,0.0001441494,0.0007493296,0.0002207987,0.0004106448,0.001285794,0.0004010319,0.00001802349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743665,"about_ca_system_score_gemma":0.00008921068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004972357,"about_ca_topic_score_gemma":0.0004734923,"domain_scores_codex":[0.9961196,0.00002825397,0.0006903307,0.001517761,0.0009496796,0.0006943878],"domain_scores_gemma":[0.9974493,0.0004365839,0.0004000327,0.001463067,0.0001582009,0.00009278979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007677348,0.0002558873,0.000253836,0.002312386,0.00009008561,0.0001773167,0.003828536,0.049001,0.0001790969,0.2211466,0.00001991416,0.7226586],"study_design_scores_gemma":[0.001815197,0.000955948,0.0006140843,0.005365244,0.00003095856,0.00001781513,0.000004389054,0.4985665,0.002210555,0.4864106,0.002753613,0.00125513],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001772123,0.0006008926,0.9797548,0.0008292779,0.001636954,0.00114713,0.00001563312,0.0001492798,0.0140939],"genre_scores_gemma":[0.4946235,0.0003429011,0.5001765,0.003959143,0.0002232662,0.00008882235,0.00001809076,0.00006869518,0.0004991207],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7214034,"threshold_uncertainty_score":0.9997715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242831749674804,"score_gpt":0.2587669016454911,"score_spread":0.2363385841487431,"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."}}