{"id":"W2091012384","doi":"10.1109/scc.2013.93","title":"Cloud Service Negotiation: A Research Roadmap","year":2013,"lang":"en","type":"article","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cloud computing; Quality of service; Mobile QoS; Negotiation; Computer science; Service (business); The Internet; Enforcement; Service provider; Process management; Computer security; Computer network; Business; World Wide Web; Marketing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000449237,0.0001469556,0.0001328234,0.0002185758,0.0002939929,0.0004950854,0.001934217,0.00008170909,0.0006901853],"category_scores_gemma":[0.000009258777,0.0001151919,0.000044837,0.001974768,0.00002256226,0.0009527525,0.0007652077,0.0002978142,0.006014072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002794414,"about_ca_system_score_gemma":0.00008613862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00319337,"about_ca_topic_score_gemma":0.001151069,"domain_scores_codex":[0.9978515,0.0001857178,0.0002302056,0.0005014736,0.0006706599,0.0005604747],"domain_scores_gemma":[0.997802,0.000226946,0.00004382458,0.001018057,0.0006994404,0.0002097766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001977881,0.0003876445,0.002482686,0.0002111441,0.0000958722,0.00003002778,0.02481066,0.000407247,0.00621149,0.800987,0.06472099,0.09963545],"study_design_scores_gemma":[0.00184838,0.0006726864,0.02858068,0.0001368983,0.00001412847,0.0001465715,0.00417109,0.2395651,0.0230321,0.229554,0.47078,0.001498386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3376595,0.0004796691,0.2060855,0.165863,0.002358528,0.001607744,0.000001899136,0.001782187,0.2841619],"genre_scores_gemma":[0.9444578,0.00001106283,0.03025643,0.02246975,0.0007099446,0.0001245867,0.000005463105,0.00002009246,0.001944906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067982,"threshold_uncertainty_score":0.9947599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642999091441149,"score_gpt":0.2951226129142959,"score_spread":0.2586926219998844,"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."}}