{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152236,0.0001621799,0.0002011633,0.00009719137,0.000201037,0.0001375143,0.001972054,0.00008802167,0.000002374935],"category_scores_gemma":[0.0002737525,0.0001251631,0.00007449722,0.000249372,0.0003232998,0.0001918918,0.001149011,0.0003223383,9.694481e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002748813,"about_ca_system_score_gemma":0.000146316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599415,"about_ca_topic_score_gemma":0.00002068389,"domain_scores_codex":[0.9967777,0.001901654,0.0004682016,0.0003535683,0.0003474167,0.0001514983],"domain_scores_gemma":[0.9949651,0.002553316,0.0006629152,0.001283371,0.0004957225,0.00003957894],"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":[0.00000101651,0.0001963032,0.0001562876,0.00008640061,0.00001371758,3.525497e-7,0.01377846,0.006287768,0.0003138188,0.9539453,0.00003394256,0.02518666],"study_design_scores_gemma":[0.0003822741,0.000002492861,0.01445417,0.001369744,0.00002831523,0.00000754382,0.000904367,0.406834,0.02498753,0.5475755,0.002977067,0.0004769981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07821108,0.0004074415,0.9100576,0.009106421,0.0000334248,0.0007405159,0.00001987464,0.0000478463,0.001375808],"genre_scores_gemma":[0.8382282,0.0009373769,0.1602016,0.00008129011,0.000007861214,0.0001077641,0.00001588324,0.00001096424,0.0004089907],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7600172,"threshold_uncertainty_score":0.5104002,"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."}}