{"id":"W2770787534","doi":"10.5281/zenodo.1215014","title":"Next Generation Repositories: Behaviours And Technical Recommendations Of The Coar Next Generation Repositories Working Group","year":2017,"lang":"en","type":"article","venue":"PUB – Publications at Bielefeld University (Bielefeld University)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Research Foundation; Portage College; University of Toronto","funders":"","keywords":"Group (periodic table); Computer science; World Wide Web","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0006419221,0.0002339524,0.0002324114,0.0006071016,0.00461676,0.003238868,0.004149213,0.000206009,0.00001450508],"category_scores_gemma":[0.0005657768,0.0002494917,0.0001333303,0.001178761,0.0004591336,0.02499923,0.003929571,0.0004021135,0.000003035996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005272872,"about_ca_system_score_gemma":0.0002048272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433297,"about_ca_topic_score_gemma":0.004472393,"domain_scores_codex":[0.9975064,0.0003625689,0.0003149548,0.0008753964,0.0005445227,0.000396116],"domain_scores_gemma":[0.995267,0.0002291686,0.0008131961,0.002980069,0.0004977044,0.0002128733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002916803,0.0002423285,0.0325267,0.00001909121,0.0001188113,0.00002388694,0.0003592398,0.00002046117,0.01490033,0.930721,0.01665081,0.004388174],"study_design_scores_gemma":[0.0009902295,0.0001577022,0.05170606,0.00006067859,0.0002470029,0.00005241939,0.001203568,0.005822479,0.003761141,0.0001210448,0.9352424,0.0006352467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4517944,0.0002846905,0.2621772,0.1450491,0.003929041,0.003331139,0.0001661886,0.000968819,0.1322994],"genre_scores_gemma":[0.9490522,0.001178037,0.01714141,0.00009283015,0.0002693755,0.000004029826,0.0001818191,0.00001807833,0.03206225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9305999,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490382664448657,"score_gpt":0.2912516537653166,"score_spread":0.1422133873204509,"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."}}