{"id":"W2106780136","doi":"10.1109/cts.2011.5928668","title":"Towards an open collaboration service framework","year":2011,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Canarie","keywords":"Computer science; Openness to experience; Cloud computing; Service (business); Knowledge management; Utility computing; Services computing; Focus (optics); Work (physics); World Wide Web; Set (abstract data type); Web service; Process management; Business; Cloud computing security; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0203701,0.0008758465,0.001093824,0.002599119,0.005056317,0.009349731,0.004312017,0.004877026,0.003053652],"category_scores_gemma":[0.009722854,0.0008664989,0.001935396,0.00233062,0.004668409,0.01081635,0.01104648,0.004741992,0.001816325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00399571,"about_ca_system_score_gemma":0.01370554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0133518,"about_ca_topic_score_gemma":0.009230657,"domain_scores_codex":[0.9877341,0.004083694,0.0009965082,0.001119328,0.004850703,0.001215573],"domain_scores_gemma":[0.9930695,0.001190491,0.0003664937,0.001041043,0.002631241,0.00170124],"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":[0.00003604886,0.00007825614,0.0002791143,0.0001196365,0.00001930745,0.0002326727,0.001080125,0.006169915,0.001204475,0.9518884,0.007035592,0.03185642],"study_design_scores_gemma":[0.00007240172,0.00008178652,0.0001742544,0.0002764198,0.00003176455,0.0004049434,0.0009624239,0.07000858,0.001861473,0.4400811,0.4859645,0.00008028215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003421678,0.0006397167,0.9741666,0.002898757,0.0003907763,0.0003672588,0.0000737359,0.001559285,0.01648216],"genre_scores_gemma":[0.06788134,0.001032903,0.9178265,0.001085251,0.0002006083,0.000716572,0.0006008742,0.0003323403,0.01032356],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0203701,"threshold_uncertainty_score":0.1077287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529101410520195,"score_gpt":0.2906416709717556,"score_spread":0.2553506568665537,"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."}}