{"id":"W4319603492","doi":"","title":"Some Opportunities and Limitations of the Cloud Computing Environment: In the Early Stage of Design Process","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Cloud computing; Stage (stratigraphy); Process (computing); Computer science; Process management; Systems engineering; Business; Engineering; Operating system; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02227631,0.0009037305,0.0006430672,0.001180876,0.00158269,0.007179543,0.002781483,0.001523726,0.005148311],"category_scores_gemma":[0.02268636,0.0009529364,0.0007580438,0.001124771,0.002489169,0.009917311,0.002012532,0.003470678,0.001156302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058107,"about_ca_system_score_gemma":0.005574797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882868,"about_ca_topic_score_gemma":0.005231064,"domain_scores_codex":[0.9864694,0.006355366,0.0008198573,0.0007927209,0.004536432,0.001026238],"domain_scores_gemma":[0.976979,0.01092598,0.0009186728,0.002623706,0.007259245,0.001293405],"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":[0.0004829774,0.0003549544,0.01242624,0.002526612,0.0001379462,0.001143452,0.006013816,0.02624465,0.02616011,0.6156025,0.007981007,0.3009257],"study_design_scores_gemma":[0.0001840779,0.001673688,0.005731017,0.003807001,0.0004011003,0.002337538,0.006851674,0.1590474,0.05589313,0.3341523,0.4296215,0.0002995363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0815511,0.01037221,0.8266012,0.01823765,0.000652784,0.000495228,0.0001426047,0.0007590633,0.06118812],"genre_scores_gemma":[0.477136,0.007345437,0.4988568,0.001443873,0.000384463,0.0005129847,0.0001547206,0.0009044831,0.01326126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02227631,"threshold_uncertainty_score":0.1178098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06739819918151008,"score_gpt":0.2593527494551048,"score_spread":0.1919545502735947,"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."}}