{"id":"W6912169633","doi":"10.5281/zenodo.3819046","title":"An International Perspective on Confidentiality and Access to Governmentally Produced Social Science Data","year":2002,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Analysis and Archiving","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Perspective (graphical); Confidentiality; Data Protection Act 1998; Key (lock); Power (physics)","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":[0.09516662,0.0006038906,0.001174812,0.004580947,0.01000155,0.03390157,0.003226136,0.0138776,0.00716422],"category_scores_gemma":[0.1189128,0.001034771,0.001437809,0.008772328,0.03997238,0.03076264,0.01283736,0.01833773,0.0008872228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01023767,"about_ca_system_score_gemma":0.01590321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166267,"about_ca_topic_score_gemma":0.005341705,"domain_scores_codex":[0.9207666,0.05445966,0.004776482,0.003920033,0.01177937,0.004297807],"domain_scores_gemma":[0.798067,0.1431314,0.008562453,0.03432919,0.01246855,0.003441436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001214523,0.000005298541,0.0001936421,0.00003498531,0.000007492734,0.00005621014,0.004694051,0.00009633572,0.00004859566,0.9885777,0.002958117,0.003315396],"study_design_scores_gemma":[0.00001841153,0.0000275486,0.0007894035,0.0008326689,0.00004438424,0.0003391803,0.01176234,0.0006310926,0.0006552757,0.8278242,0.1570278,0.00004779304],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02482193,0.01934747,0.09037107,0.5183594,0.0039125,0.0001842638,0.0007626065,0.0001117852,0.342129],"genre_scores_gemma":[0.8886924,0.01707232,0.02638461,0.033048,0.005116142,0.0006792051,0.0005632564,0.0002706728,0.0281734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9967738,"threshold_uncertainty_score":0.5032952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.11024541287322,"score_gpt":0.3793431360587838,"score_spread":0.2690977231855638,"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."}}