{"id":"W73329660","doi":"","title":"PROCEEDINGS OF FOURTH BERKELEY CONFERENCE ON DISTRIBUTED DATA MANAGEMENT AND COMPUTER NETWORKS.","year":2011,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; University of Waterloo; Deutsche Forschungsgemeinschaft; U.S. Department of Energy; U.S. Department of Defense; Advanced Research Projects Agency; National Science Foundation","keywords":"Library science; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003064222,0.00153228,0.001627093,0.001520648,0.0009573816,0.005402115,0.002167352,0.001574526,0.07762596],"category_scores_gemma":[0.004418388,0.0006749202,0.0008133561,0.001987745,0.001468491,0.004434565,0.002177787,0.004019953,0.03802497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002931,"about_ca_system_score_gemma":0.002253277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006034357,"about_ca_topic_score_gemma":0.006978114,"domain_scores_codex":[0.99809,0.0004855266,0.0001280389,0.0003417551,0.000800598,0.000154071],"domain_scores_gemma":[0.9975272,0.0007631318,0.00008574619,0.0006062422,0.0006590991,0.0003586078],"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":[0.0002601302,0.0001359756,0.001041198,0.0005776852,0.00008881371,0.0002686054,0.0003151204,0.0008971471,0.001756134,0.02905638,0.6553468,0.310256],"study_design_scores_gemma":[0.00002106503,0.00003241338,0.0006503448,0.00028704,0.00002483358,0.000176389,0.00009077406,0.001889204,0.0003635704,0.005899401,0.9905508,0.0000141195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007740989,0.2107865,0.1761391,0.02771937,0.04577795,0.0008323819,0.004415009,0.009080947,0.5175076],"genre_scores_gemma":[0.02923734,0.08260113,0.08514171,0.003806492,0.005844628,0.0006765228,0.01163774,0.001753915,0.7793005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07762596,"threshold_uncertainty_score":0.2596847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278518542906672,"score_gpt":0.1997153829878002,"score_spread":0.1669301975587335,"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."}}