{"id":"W3211029678","doi":"10.5281/zenodo.4090434","title":"OpenAIRE Week: General Assembly: A user journey in OpenAIRE PROVIDE services and interoperability guidelines implementation","year":2020,"lang":"en","type":"article","venue":"PUB – Publications at Bielefeld University (Bielefeld University)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Commission","keywords":"Interoperability; 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"],"consensus_categories":[],"category_scores_codex":[0.001772201,0.0003057612,0.0004169793,0.001288186,0.0009154321,0.0009272985,0.002657309,0.00013705,0.0006737531],"category_scores_gemma":[0.0005921628,0.0003117502,0.0001525284,0.004008949,0.0001830796,0.00319463,0.003422657,0.0002959602,0.0001076765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468303,"about_ca_system_score_gemma":0.00026846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495904,"about_ca_topic_score_gemma":0.01327777,"domain_scores_codex":[0.9958532,0.0004680014,0.0006724495,0.001596557,0.000875267,0.0005345323],"domain_scores_gemma":[0.996645,0.0002858817,0.0004259798,0.001170002,0.0009507845,0.0005223025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004683808,0.0005604883,0.5732414,0.000114678,0.0002071329,0.0001498946,0.00634681,0.0008232507,0.0006184013,0.06068678,0.2865615,0.07022127],"study_design_scores_gemma":[0.001379755,0.00009953638,0.08632535,0.00002471432,0.00005047585,0.000006596682,0.01732915,0.009192162,0.00008843569,0.0001511927,0.8849666,0.0003860811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146558,0.00005590798,0.002846951,0.06842653,0.0002477613,0.00088246,0.0001564384,0.0002075748,0.0125206],"genre_scores_gemma":[0.9611109,0.0001489786,0.00304364,0.00189526,0.0001093332,0.000001774002,0.0002133563,0.00001988275,0.0334569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.598405,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949479813969545,"score_gpt":0.3569766411865771,"score_spread":0.1620286597896226,"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."}}