{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.09226043,0.001729829,0.0009091444,0.007909223,0.01057945,0.0362349,0.006357552,0.01428906,0.01836459],"category_scores_gemma":[0.0858534,0.001288296,0.001650139,0.008909843,0.006346438,0.05392385,0.01557018,0.012384,0.01572378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009796801,"about_ca_system_score_gemma":0.03388936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02844273,"about_ca_topic_score_gemma":0.02754058,"domain_scores_codex":[0.9461831,0.0220452,0.003171206,0.005711424,0.01796788,0.004921163],"domain_scores_gemma":[0.8364084,0.04300472,0.006626891,0.01493995,0.07317296,0.02584719],"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":[0.0001179336,0.0003467832,0.005754127,0.0008050207,0.00003634163,0.0003849697,0.009877394,0.0006187502,0.001344021,0.1129614,0.7081803,0.159573],"study_design_scores_gemma":[0.0000151249,0.00005318298,0.0006818217,0.0006152685,0.00001916937,0.0002213442,0.00516752,0.0006846942,0.0009399914,0.007952791,0.9835665,0.0000826461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.0130223,0.02160972,0.03873042,0.7422909,0.01103271,0.0007761272,0.001265119,0.003828111,0.1674446],"genre_scores_gemma":[0.1615776,0.07776905,0.2007569,0.2053829,0.009936114,0.00254996,0.01206703,0.0114483,0.3185121],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9637651,"threshold_uncertainty_score":0.4879256,"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."}}