{"id":"W112115809","doi":"","title":"Herbert west: deanonymizer","year":2011,"lang":"en","type":"article","venue":"","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anonymity; Computer science; Selection (genetic algorithm); Face (sociological concept); Quality (philosophy); Simple (philosophy); Internet privacy; Data science; World Wide Web; Computer security; Artificial intelligence; Sociology; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.006817743,0.0009491135,0.00102211,0.005880988,0.003271877,0.00464548,0.001532552,0.002317049,0.1626659],"category_scores_gemma":[0.04305355,0.0008501829,0.0003298302,0.006106521,0.001599831,0.0110581,0.003674931,0.002559603,0.1487633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638551,"about_ca_system_score_gemma":0.003533686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002636239,"about_ca_topic_score_gemma":0.003258523,"domain_scores_codex":[0.9914266,0.002696888,0.0007899555,0.001687472,0.002909695,0.0004894728],"domain_scores_gemma":[0.9764506,0.0066248,0.002107057,0.004472354,0.007711858,0.002633294],"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":[0.00007275955,0.00001494594,0.0008150142,0.0001237668,0.000005552446,0.00009051785,0.0005023334,0.0001403793,0.0005929487,0.02963784,0.807933,0.1600709],"study_design_scores_gemma":[0.00001283999,0.000008280396,0.0002968531,0.0000633534,0.000003575334,0.0001632349,0.0001851072,0.0006169321,0.0008433891,0.008000125,0.9897801,0.00002615068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.008117647,0.01754248,0.2765057,0.1371031,0.03993601,0.0007770221,0.0085636,0.05279019,0.4586642],"genre_scores_gemma":[0.09404498,0.01228284,0.08957411,0.01141829,0.008988642,0.0006347202,0.005638757,0.01156182,0.7658558],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1626659,"threshold_uncertainty_score":0.5441716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07896113860058249,"score_gpt":0.254769367506567,"score_spread":0.1758082289059845,"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."}}