{"id":"W2380693061","doi":"","title":"A Preliminary Study on Grid Services Based on Ontology and its Application","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Ontology; Grid; Work (physics); Ontology-based data integration; Grid computing; Software engineering; World Wide Web; Data science; Information retrieval; Semantic Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649211,0.0002916041,0.0002748144,0.001485888,0.001490367,0.003572572,0.0006863477,0.001011386,0.003946423],"category_scores_gemma":[0.003188896,0.0002592685,0.0006818511,0.00322022,0.001874925,0.007777371,0.001033638,0.001437944,0.000386206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001555751,"about_ca_system_score_gemma":0.001703974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006932983,"about_ca_topic_score_gemma":0.004137281,"domain_scores_codex":[0.9989548,0.0004710924,0.00007876214,0.0001472786,0.0002629376,0.00008519824],"domain_scores_gemma":[0.9985685,0.0008343785,0.00005869329,0.0001467765,0.000289428,0.0001022396],"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":[0.00004726288,0.0001733926,0.002931598,0.0003924003,0.00002064955,0.000788614,0.004301572,0.002371725,0.00388199,0.8941694,0.00423917,0.08668225],"study_design_scores_gemma":[0.00002285788,0.000383521,0.006058998,0.0007515228,0.000082693,0.002815979,0.01125891,0.0864817,0.009239355,0.3939861,0.4888213,0.00009710288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1234251,0.02003788,0.5668763,0.01293929,0.0008142063,0.0005938367,0.0002979227,0.0004190734,0.2745963],"genre_scores_gemma":[0.7301502,0.03354332,0.1861287,0.001285697,0.0006599581,0.0003504927,0.0004732286,0.00009974164,0.04730873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006932983,"threshold_uncertainty_score":0.01378524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01058550974478054,"score_gpt":0.2931205807485872,"score_spread":0.2825350710038066,"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."}}