{"id":"W6968561557","doi":"10.5281/zenodo.2161142","title":"COAR Next Generation Repositories Working Group (2017): Next Generation Repositories – Introduction, Rationale and User Stories. Draft for public comment.","year":2017,"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":"Nova Scotia Health Research Foundation; Portage College; The Scarborough Hospital; University of Toronto","funders":"","keywords":"Sketch; Group (periodic table); User group; Working group; Public access; Linked data","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.09221256,0.001623971,0.001037262,0.005499637,0.008485937,0.02290072,0.006570643,0.03915341,0.03180801],"category_scores_gemma":[0.1402158,0.001924362,0.001849386,0.008272356,0.006941563,0.04388673,0.01543561,0.02227537,0.03076993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009347493,"about_ca_system_score_gemma":0.03434026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04137287,"about_ca_topic_score_gemma":0.04252543,"domain_scores_codex":[0.9418513,0.01636511,0.005984253,0.003213233,0.02725369,0.005332453],"domain_scores_gemma":[0.8151442,0.08256692,0.01062531,0.0103184,0.07355491,0.007790134],"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":[0.00005150789,0.00004798248,0.0003443494,0.000302673,0.000007096294,0.0001400226,0.001754503,0.0000749161,0.0004130893,0.02657333,0.9580419,0.01224871],"study_design_scores_gemma":[0.00003662293,0.00003394667,0.0007901057,0.000811719,0.00001457151,0.0001309758,0.001734987,0.00009351698,0.0005405446,0.004969682,0.9907582,0.00008505971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003321539,0.01134126,0.02121904,0.8069787,0.01560377,0.001091847,0.009572914,0.003714975,0.1271561],"genre_scores_gemma":[0.04283577,0.01336918,0.03847555,0.572203,0.01104688,0.007092241,0.03199072,0.009226524,0.2737601],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9934294,"threshold_uncertainty_score":0.4876724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020606794450019,"score_gpt":0.3054337432555208,"score_spread":0.1033730638105189,"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."}}