{"id":"W7085131319","doi":"10.5281/zenodo.15858297","title":"2025 U.S. NSF CI Compass Virtual Workshop Report - Data Management: From Instrument to First Storage","year":2025,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"National Science Foundation","keywords":"Cyberinfrastructure; Blueprint; Terabyte; Compass; Compendium; Petabyte; Citizen science; Grand Challenges","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":[0.01010365,0.001819138,0.0006479563,0.002394646,0.004805753,0.01409156,0.004003049,0.0058383,0.15023],"category_scores_gemma":[0.00900751,0.0006931878,0.0008289606,0.003591979,0.00169058,0.006904358,0.00808975,0.003778386,0.07157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006403593,"about_ca_system_score_gemma":0.02021833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03939497,"about_ca_topic_score_gemma":0.04425523,"domain_scores_codex":[0.9948802,0.0006062011,0.0001572194,0.0005231539,0.002974752,0.0008585104],"domain_scores_gemma":[0.9909747,0.0007922268,0.0003906905,0.0007397398,0.004113708,0.002988859],"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":[0.00004336484,0.00002713332,0.0001840017,0.00004950659,0.000002912156,0.00002135348,0.00003623848,0.0001298541,0.0002555561,0.003002048,0.9840136,0.01223432],"study_design_scores_gemma":[0.000009545915,0.00002073544,0.0002670217,0.0000677031,0.000002627324,0.00001242851,0.0002016822,0.0001913706,0.000397259,0.0008706232,0.9979475,0.00001144558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007016902,0.01013836,0.02331549,0.1554454,0.07020921,0.00163612,0.04564153,0.006764865,0.6798322],"genre_scores_gemma":[0.03947093,0.009927283,0.03162,0.04066401,0.009541546,0.001997917,0.07994352,0.004012973,0.7828218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.15023,"threshold_uncertainty_score":0.5025696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05151013245433684,"score_gpt":0.280151187050624,"score_spread":0.2286410545962871,"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."}}