{"id":"W6911294278","doi":"10.5281/zenodo.10047897","title":"La certificazione ai sensi del GDPR: uno strumento di accountability per lo sviluppo della data protection","year":2023,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data Protection Act 1998; General Data Protection Regulation; Certification; Accountability; European union; Information privacy; Consumer protection; Information privacy law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00389471,0.0003305703,0.0003171648,0.0004131767,0.00579797,0.002721407,0.002941607,0.0005213359,0.005887674],"category_scores_gemma":[0.004310546,0.0003761214,0.00009440392,0.001106879,0.0003277471,0.001175861,0.002221522,0.001104145,0.00906762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006445081,"about_ca_system_score_gemma":0.00007667633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004461895,"about_ca_topic_score_gemma":0.0006939119,"domain_scores_codex":[0.994404,0.00190769,0.0005352429,0.001235604,0.00126871,0.0006487556],"domain_scores_gemma":[0.9963483,0.00006746619,0.0003412852,0.001786895,0.001173178,0.0002828299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001094425,0.0008503636,0.00002682353,0.001554039,0.0003252162,0.00003384367,0.04941841,0.00003239817,0.00565224,0.00412852,0.3908067,0.546077],"study_design_scores_gemma":[0.0003268966,0.00009962867,0.0009689743,0.0000983158,0.00006305828,0.0000139554,0.010193,0.0004302109,0.0001324581,0.001169968,0.9860848,0.0004187738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4482223,0.001333226,0.01702478,0.01844238,0.01114478,0.02877288,0.01894384,0.02249136,0.4336245],"genre_scores_gemma":[0.8758035,0.001454799,0.000170202,0.0001420425,0.001623883,0.000002376519,0.1064839,0.00333037,0.01098891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5952781,"threshold_uncertainty_score":0.999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1012612030260713,"score_gpt":0.3391160834517963,"score_spread":0.237854880425725,"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."}}