{"id":"W6940902203","doi":"10.1051/epjconf/202429508006/pdf","title":"s Experience with the Preservation of Data and Analysis Capabilities","year":2024,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Backup; Big data; Host (biology); Data access; Publishing; National laboratory; Grid computing; Large Hadron Collider; Grid; Particle accelerator","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05067028,0.000710323,0.0006519585,0.001698054,0.003484757,0.01361683,0.004451734,0.00229722,0.00951031],"category_scores_gemma":[0.03393808,0.0009776228,0.0008649423,0.005369463,0.00626353,0.01798382,0.01017504,0.006273349,0.005288353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358821,"about_ca_system_score_gemma":0.005129485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065355,"about_ca_topic_score_gemma":0.004686658,"domain_scores_codex":[0.9722785,0.01006752,0.001622103,0.003029747,0.01095027,0.002051819],"domain_scores_gemma":[0.9494549,0.01301224,0.0016874,0.01532365,0.0150239,0.005497916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007733006,0.0004774522,0.01470389,0.001020927,0.0001303277,0.001678832,0.04505784,0.004227205,0.01105718,0.1139567,0.1426385,0.6642779],"study_design_scores_gemma":[0.00003270746,0.0002255982,0.002861889,0.0003579994,0.00003344636,0.001995079,0.004863963,0.002267073,0.0109524,0.01367656,0.9626148,0.000118496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1674769,0.02582557,0.4546653,0.102313,0.005222104,0.0003967312,0.002486549,0.01667535,0.2249385],"genre_scores_gemma":[0.4614998,0.02270911,0.38434,0.01270137,0.001850256,0.0003193412,0.009505733,0.009429052,0.09764532],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9904897,"threshold_uncertainty_score":0.2679732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0222785610167879,"score_gpt":0.2425327838678009,"score_spread":0.220254222851013,"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."}}