{"id":"W2172197475","doi":"10.5539/cis.v4n2p132","title":"Service Oriented Application in Agent Based Virtual Knowledge Community","year":2011,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Virtual community; Knowledge management; Cyberspace; Serviceability (structure); Knowledge sharing; The Internet; Service (business); Construct (python library); Architecture; World Wide Web; Business","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":[0.001686218,0.0003471841,0.0003923534,0.001060197,0.001395284,0.002264876,0.001084754,0.001470582,0.00405264],"category_scores_gemma":[0.003921605,0.0002288966,0.0005505315,0.00111214,0.001346988,0.002434766,0.002517581,0.0008146201,0.0009865692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548245,"about_ca_system_score_gemma":0.001342494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002965817,"about_ca_topic_score_gemma":0.002123205,"domain_scores_codex":[0.9987973,0.0006318819,0.00006388596,0.0001156615,0.0003117931,0.00007935131],"domain_scores_gemma":[0.9988305,0.0005323875,0.00008555009,0.0001463836,0.0002381712,0.0001671484],"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":[0.0002629865,0.0005228074,0.003055018,0.0004200037,0.00009322596,0.001636189,0.00352358,0.1217503,0.0135069,0.6727873,0.008525084,0.1739166],"study_design_scores_gemma":[0.00007785638,0.0001216316,0.00041075,0.00005862896,0.00004741036,0.0003573901,0.0005319856,0.7416375,0.003057527,0.2058754,0.04778724,0.00003667123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05773846,0.0004027793,0.8984301,0.001924522,0.0001880474,0.0004104016,0.00005432379,0.002025902,0.03882542],"genre_scores_gemma":[0.7204272,0.0004902623,0.263757,0.000315335,0.00008650641,0.0004333789,0.0001126052,0.000126702,0.01425109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00405264,"threshold_uncertainty_score":0.01355743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179194600075382,"score_gpt":0.2169170422858687,"score_spread":0.1989975822783306,"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."}}