{"id":"W3128211694","doi":"10.5281/zenodo.3725868","title":"SSHOC D8.2 Certification plan for SSHOC repositories","year":2020,"lang":"en","type":"article","venue":"KNAW Research Portal (The Royal Netherlands Academy of Arts and Sciences)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"European Commission","keywords":"Deliverable; Certification; Computer science; Quality (philosophy); Quality assurance; Trustworthiness; Work (physics); Data quality; Process management; Engineering management; Business; Computer security; Engineering; Service (business); Systems engineering; Political science","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02413256,0.000790555,0.0004047615,0.003872578,0.002951204,0.007115807,0.003119506,0.005433626,0.04303946],"category_scores_gemma":[0.03066354,0.0008802938,0.001092705,0.001819597,0.001466366,0.005963296,0.005273126,0.003137098,0.04280888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007236369,"about_ca_system_score_gemma":0.03722616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03700559,"about_ca_topic_score_gemma":0.02940009,"domain_scores_codex":[0.9770971,0.004502757,0.001093857,0.0009781682,0.01346427,0.00286392],"domain_scores_gemma":[0.9544371,0.002534862,0.001743476,0.004010816,0.0339548,0.003318867],"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":[0.000274395,0.0004021492,0.002770608,0.0009227325,0.00002054923,0.0006352179,0.001918152,0.004503367,0.008964363,0.1392494,0.7103119,0.1300271],"study_design_scores_gemma":[0.00004668436,0.0001671592,0.00127271,0.0004097551,0.000008531263,0.0001587286,0.000502191,0.001195211,0.002321924,0.00426334,0.9896078,0.00004607451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0203353,0.001536879,0.2005578,0.02190203,0.003091036,0.01354363,0.01604278,0.01845498,0.7045355],"genre_scores_gemma":[0.1068441,0.002198882,0.2338353,0.008945229,0.0006578745,0.01039568,0.04930948,0.004795567,0.5830178],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9968805,"threshold_uncertainty_score":0.1439814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3056671613545209,"score_gpt":0.4220203550358565,"score_spread":0.1163531936813356,"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."}}