{"id":"W4391308429","doi":"10.1109/smc53992.2023.10394069","title":"Stable Cloud Provider Selection via Group Role Assignment with KB4 Logic Extended","year":2023,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University","funders":"National Key Research and Development Program of China; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Cloud computing; Flexibility (engineering); Cloud manufacturing; Computer science; Stability (learning theory); Selection (genetic algorithm); Procurement; Supply chain; Distributed computing; Artificial intelligence; Mathematics; Machine learning; Business","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":[0.00276277,0.00093264,0.0005700505,0.002258732,0.001085465,0.002621222,0.001667259,0.0007727425,0.005261654],"category_scores_gemma":[0.007555696,0.0004049951,0.001439714,0.001412791,0.001282015,0.003822662,0.001734086,0.00107635,0.0006603131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002308042,"about_ca_system_score_gemma":0.003100643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102161,"about_ca_topic_score_gemma":0.009091208,"domain_scores_codex":[0.9968202,0.001109697,0.0002707179,0.0005535389,0.0008367973,0.0004090725],"domain_scores_gemma":[0.9966956,0.00174283,0.0004309197,0.0002208509,0.0007619628,0.0001477745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001340629,0.0005295153,0.009681399,0.0008479557,0.0002589153,0.00163796,0.001357835,0.3946794,0.02385595,0.2528172,0.007572851,0.3054204],"study_design_scores_gemma":[0.00009249144,0.0001577523,0.0005103215,0.00007528183,0.0001642031,0.000277165,0.0003213134,0.8936633,0.01075252,0.0893729,0.004558697,0.00005407577],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08829927,0.0002126245,0.8981472,0.0007268587,0.00007438207,0.0004827445,0.0005815796,0.0009415598,0.01053367],"genre_scores_gemma":[0.5976683,0.0001869708,0.3971551,0.0004199941,0.00005098329,0.0002678181,0.0006764396,0.00009330803,0.003480955],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0102161,"threshold_uncertainty_score":0.02031326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119774044579822,"score_gpt":0.2164320749066894,"score_spread":0.2052343344608912,"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."}}