{"id":"W6949633315","doi":"10.5281/zenodo.3671800","title":"Research Portal for Secure Data Discovery, Access and Collaboration","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Indoc Research","funders":"","keywords":"Software; Data access; Key (lock); Data collection; Confidentiality; Data security; Focus (optics); Software development","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":[0.02856881,0.001744877,0.002517386,0.005795681,0.001656411,0.008923238,0.004431743,0.00427541,0.1213991],"category_scores_gemma":[0.04106333,0.001344068,0.001963818,0.008303322,0.001293735,0.01064816,0.006600219,0.005612165,0.1219464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001818792,"about_ca_system_score_gemma":0.01009094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004206045,"about_ca_topic_score_gemma":0.004399868,"domain_scores_codex":[0.9896312,0.003017419,0.001295403,0.0005717228,0.004607923,0.0008763595],"domain_scores_gemma":[0.9173263,0.02148247,0.003340139,0.0221853,0.02558144,0.01008437],"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":[0.0004726342,0.0001371843,0.0005959291,0.0005316113,0.00005270174,0.0001268931,0.00007936891,0.0001548931,0.001328504,0.009985695,0.868862,0.1176726],"study_design_scores_gemma":[0.0001328554,0.0000717699,0.0008142498,0.0001859802,0.00004061149,0.0001841495,0.00003369534,0.0003121422,0.001251539,0.00604686,0.9908868,0.00003936501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00551071,0.03738051,0.2734208,0.1482803,0.03834856,0.002280552,0.1656851,0.1704865,0.1586072],"genre_scores_gemma":[0.02401428,0.03151274,0.2263409,0.02142127,0.01145415,0.004345216,0.3888257,0.02616634,0.2659194],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9955683,"threshold_uncertainty_score":0.4061204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3704880131346349,"score_gpt":0.4359303275267549,"score_spread":0.06544231439212,"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."}}