{"id":"W3093299376","doi":"10.5194/egusphere-egu2020-18310","title":"Evolution and Future Architecture for the Earth System Grid Federation","year":2020,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Computer Research Institute of Montréal","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Metadata; Earth system science; Computer science; Grid; Download; Node (physics); World Wide Web; Engineering; Geography; Ecology","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":[0.0001406615,0.00007677893,0.0000824231,0.00001089121,0.0003023376,0.0003012182,0.0002509709,0.00003645281,8.094322e-7],"category_scores_gemma":[0.000009352042,0.00004579781,0.00003538343,0.0001285173,0.000009784847,0.00008566161,0.00005824384,0.00006484601,0.000007191075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009154538,"about_ca_system_score_gemma":0.00002391349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009788537,"about_ca_topic_score_gemma":0.000007497846,"domain_scores_codex":[0.9994062,0.00004286987,0.0001129716,0.0002078653,0.0001102249,0.0001199356],"domain_scores_gemma":[0.9996246,0.00008088896,0.00004343246,0.0001516302,0.00004441514,0.00005503764],"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":[0.00002381406,0.00001069903,0.0001705902,0.0002556856,0.00003959098,0.000002309309,0.00203992,0.01261363,0.0002950868,0.9051803,0.02786428,0.05150413],"study_design_scores_gemma":[0.0002176665,0.00007761142,0.0008094127,0.00001142615,0.000004828461,0.00002569008,0.0001814419,0.8276572,0.00004063797,0.0001944631,0.1706924,0.00008726936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0005831417,0.0004444804,0.9831033,0.01385169,0.0006696181,0.0003109796,0.000006768626,0.0002288772,0.0008010881],"genre_scores_gemma":[0.9898609,0.000001976039,0.007776168,0.000446277,0.00183065,0.00001415151,0.000007092842,0.000003564014,0.00005920089],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9892778,"threshold_uncertainty_score":0.2904654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231731566506889,"score_gpt":0.205594760348174,"score_spread":0.1932774446831051,"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."}}