{"id":"W6949807669","doi":"10.5281/zenodo.14675876","title":"The ePIC Streaming Computing Model","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cloud Computing and Remote Desktop Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Timeline; EPIC; Workflow; Software; Resource (disambiguation); Plan (archaeology)","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":[0.002331745,0.001011527,0.0005323193,0.0007670161,0.001196702,0.005433255,0.002872367,0.001660509,0.02407039],"category_scores_gemma":[0.005791177,0.0005759806,0.0007375171,0.001524441,0.001292091,0.006203602,0.002956521,0.003039701,0.008797144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003301446,"about_ca_system_score_gemma":0.004792965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01394707,"about_ca_topic_score_gemma":0.004766739,"domain_scores_codex":[0.9972344,0.0005286554,0.0001510826,0.0005134399,0.001249589,0.0003229212],"domain_scores_gemma":[0.9967963,0.0005898268,0.0001078458,0.0007638179,0.0013445,0.0003976345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001454895,0.0000435854,0.0007150695,0.0001778205,0.00001597021,0.0001497316,0.0002315378,0.04047624,0.001450383,0.7600104,0.1437655,0.05281837],"study_design_scores_gemma":[0.00005256227,0.00009133261,0.000556963,0.00016202,0.00002011081,0.0002836811,0.0001235846,0.1505134,0.001822895,0.2318123,0.6144931,0.00006817299],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01119107,0.003178518,0.5749101,0.01445501,0.003133278,0.0008033075,0.005282417,0.00870121,0.378345],"genre_scores_gemma":[0.3013041,0.01034846,0.4065966,0.007344878,0.002383252,0.002038748,0.01286534,0.004556689,0.252562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02407039,"threshold_uncertainty_score":0.08052343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03251593922244905,"score_gpt":0.2507799152377905,"score_spread":0.2182639760153415,"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."}}