{"id":"W1969502237","doi":"10.1145/1268517.1268553","title":"PrivateBits","year":2007,"lang":"en","type":"article","venue":"Proceedings","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web; Internet privacy; Web browser; Filter (signal processing); Information privacy; Usability; Human–computer interaction; The Internet","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961367,0.0009225102,0.0006413626,0.001146682,0.0008858833,0.004496589,0.00167149,0.001498309,0.1260836],"category_scores_gemma":[0.008409064,0.00114722,0.0006895271,0.001081911,0.0008994229,0.008057581,0.004944339,0.001603814,0.07131159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008384391,"about_ca_system_score_gemma":0.001135907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001604076,"about_ca_topic_score_gemma":0.001877735,"domain_scores_codex":[0.9984862,0.0003269092,0.0001528282,0.0002822819,0.0005657186,0.0001860214],"domain_scores_gemma":[0.9953668,0.001123291,0.0002461705,0.002140243,0.0007624026,0.0003610302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002876465,0.0002692321,0.004690928,0.001163454,0.00008605717,0.0005892022,0.001992468,0.001742084,0.0146586,0.1794192,0.35724,0.4352723],"study_design_scores_gemma":[0.0001327641,0.0001246943,0.00137776,0.0001668047,0.00003593971,0.0008413402,0.0002297777,0.005057756,0.008584191,0.03031132,0.9530785,0.00005935698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02899477,0.002982108,0.3480287,0.002899921,0.0007608618,0.0009220259,0.02441415,0.1762129,0.4147845],"genre_scores_gemma":[0.2312472,0.003097256,0.1484207,0.001936166,0.0002555087,0.00106942,0.04550748,0.03721008,0.5312561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1260836,"threshold_uncertainty_score":0.4217918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3150315537058311,"score_gpt":0.4622328707039373,"score_spread":0.1472013169981062,"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."}}