{"id":"W6968897692","doi":"10.5281/zenodo.4090433","title":"OpenAIRE Week: General Assembly: A user journey in OpenAIRE PROVIDE services and interoperability guidelines implementation","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Optics and Image Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Commission","keywords":"Interoperability; Session (web analytics); Dashboard; Event (particle physics); Public access; WS-I Basic Profile","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":[0.02956776,0.0009509302,0.0009022348,0.00131217,0.008904075,0.01391386,0.002445113,0.006669288,0.2011427],"category_scores_gemma":[0.02046875,0.00105683,0.001189615,0.001244738,0.002803273,0.00963301,0.01554886,0.009362871,0.08453282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00402744,"about_ca_system_score_gemma":0.007983232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009641936,"about_ca_topic_score_gemma":0.01991445,"domain_scores_codex":[0.9895712,0.002858419,0.0003352162,0.0008204603,0.004304635,0.002110089],"domain_scores_gemma":[0.9738674,0.003756271,0.0006645318,0.002539484,0.007965315,0.011207],"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":[0.0001095012,0.0001744987,0.0004506559,0.00009027949,0.000005040411,0.0001675692,0.00430986,0.00006564509,0.001084905,0.003804744,0.9664733,0.02326386],"study_design_scores_gemma":[0.000008484403,0.00004101117,0.0006475508,0.00005075818,0.000001366049,0.000038886,0.001619647,0.00004349339,0.0001867388,0.0005508388,0.9967908,0.00002044766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03711929,0.004345186,0.06520317,0.2047623,0.04507085,0.004655875,0.01022008,0.02174673,0.6068766],"genre_scores_gemma":[0.04657776,0.0009255929,0.01980323,0.01642714,0.004508961,0.001665289,0.005797814,0.01246193,0.8918324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9860861,"threshold_uncertainty_score":0.6728892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07030257502442525,"score_gpt":0.2953359820012679,"score_spread":0.2250334069768426,"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."}}