{"id":"W4237253841","doi":"10.1002/cpe.1611","title":"e‐Science Central for CARMEN: science as a service","year":2010,"lang":"en","type":"article","venue":"Concurrency and Computation Practice and Experience","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Workflow; Cloud computing; Computer science; World Wide Web; Scalability; Exploit; Software versioning; Software; Software engineering; Data science; Database; Operating system; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003115935,0.0004346436,0.0005577732,0.001001139,0.001531963,0.0056415,0.002061146,0.002419113,0.034389],"category_scores_gemma":[0.006658711,0.000349965,0.0003386711,0.002352473,0.000885826,0.004060058,0.004027242,0.001609868,0.0145641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746831,"about_ca_system_score_gemma":0.004945118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00398585,"about_ca_topic_score_gemma":0.002508766,"domain_scores_codex":[0.9977968,0.0005902319,0.0001360516,0.0002543782,0.0008345649,0.0003880488],"domain_scores_gemma":[0.9924875,0.001284135,0.0005116216,0.001485239,0.002008683,0.002222789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001014751,0.0005750194,0.007747903,0.0005233145,0.00009341861,0.001265188,0.001221436,0.005316027,0.02234433,0.1110803,0.4982683,0.35055],"study_design_scores_gemma":[0.0002175712,0.0001976639,0.003074055,0.0001162802,0.0000393085,0.0005732466,0.0007862738,0.05231483,0.009180093,0.03059919,0.9028097,0.00009179454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07700191,0.003793274,0.489269,0.05284306,0.002248875,0.001675571,0.002898733,0.09878496,0.2714846],"genre_scores_gemma":[0.675352,0.002855257,0.2045039,0.007639039,0.001231748,0.0007800317,0.005295638,0.003073269,0.09926896],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.034389,"threshold_uncertainty_score":0.1150426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09206965903151014,"score_gpt":0.4668605025260619,"score_spread":0.3747908434945518,"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."}}