{"id":"W4408830963","doi":"10.63485/yc3nz-h7116","title":"Keeping data away from US spy agencies","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet privacy; Political science; Computer security; Business; Data science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02686182,0.0006345257,0.0007543877,0.003362674,0.007842773,0.01401103,0.001983943,0.007412842,0.09585821],"category_scores_gemma":[0.1707084,0.001191553,0.0008257649,0.004992921,0.005727389,0.02101945,0.00697834,0.01124225,0.09615941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003332153,"about_ca_system_score_gemma":0.01350387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0223394,"about_ca_topic_score_gemma":0.02999098,"domain_scores_codex":[0.9712842,0.01022894,0.002223759,0.00239852,0.01239664,0.001467941],"domain_scores_gemma":[0.8996266,0.03493775,0.004462496,0.0199759,0.03644606,0.004551122],"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":[0.00001507809,0.000005630925,0.0002989958,0.00004706845,0.000005391679,0.00002315656,0.0006588077,0.00001084981,0.00007846459,0.01271008,0.9702003,0.01594626],"study_design_scores_gemma":[0.000007214557,0.000004958582,0.0005249868,0.0002155666,0.000006005873,0.00004020922,0.001190704,0.00002640133,0.000299725,0.005956786,0.9917139,0.00001353492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001985946,0.006885048,0.007871581,0.7390733,0.01931258,0.000160407,0.005518167,0.001473122,0.2177199],"genre_scores_gemma":[0.04564772,0.01552683,0.01919509,0.3836482,0.008405455,0.0007238268,0.01085905,0.005414519,0.5105794],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09585821,"threshold_uncertainty_score":0.3206777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9050669031700069,"score_gpt":0.6886189705735104,"score_spread":0.2164479325964965,"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."}}