{"id":"W6949766246","doi":"10.5281/zenodo.4558303","title":"SSHOC D8.2 Certification plan for SSHOC repositories","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"European Commission","keywords":"Deliverable; Certification; Context (archaeology); Quality (philosophy); Task (project management); Work (physics); Trustworthiness; Data quality","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109223,0.0001447836,0.0001387266,0.0001680366,0.002045638,0.009534554,0.004276881,0.00004958169,0.0003607307],"category_scores_gemma":[0.002933007,0.0001520226,0.00005278755,0.0008581393,0.0001017654,0.009882531,0.002875804,0.000234167,0.001711169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060716,"about_ca_system_score_gemma":0.00000900938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099691,"about_ca_topic_score_gemma":1.945301e-7,"domain_scores_codex":[0.9975148,0.0003602627,0.0003094556,0.0007695643,0.0006066104,0.0004393126],"domain_scores_gemma":[0.9978442,0.00009795381,0.0001778898,0.001009969,0.0005898137,0.0002802117],"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":[0.0002045751,0.0001676355,0.000008464363,0.0002498,0.0001052726,0.00002838369,0.002380162,0.0001114389,0.01424213,0.4162213,0.4643945,0.1018863],"study_design_scores_gemma":[0.0003360694,0.0003280594,0.0001541474,0.00001107589,0.000009486746,0.0000196058,0.0002222302,0.006986055,0.002483079,0.0002927707,0.9889853,0.0001721346],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001086839,0.00008539674,0.9183332,0.02637909,0.0002190623,0.001112523,0.0001659017,0.001683751,0.05093427],"genre_scores_gemma":[0.9559996,0.0005288361,0.0269799,0.001976881,0.001237449,0.000001371221,0.004981169,0.001978104,0.006316763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9549127,"threshold_uncertainty_score":0.9992536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511543367843309,"score_gpt":0.2997135648457136,"score_spread":0.1485592280613827,"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."}}