{"id":"W2087975566","doi":"10.1145/1866739.1866764","title":"The ephemeral legion","year":2010,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Ephemeral key; Computer science; Computer security","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":[0.006116447,0.0004994498,0.0004162151,0.001483278,0.003560979,0.007395449,0.001500781,0.004059808,0.03369976],"category_scores_gemma":[0.02958921,0.0006412361,0.0003132146,0.001011959,0.007651567,0.01468076,0.009862402,0.006515143,0.009658957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002153383,"about_ca_system_score_gemma":0.003146138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002561667,"about_ca_topic_score_gemma":0.004581493,"domain_scores_codex":[0.9945787,0.002103454,0.0001924383,0.001066537,0.001430592,0.0006283239],"domain_scores_gemma":[0.9829658,0.005734679,0.001194009,0.004751016,0.002136006,0.003218336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003320609,0.0001815033,0.006632634,0.0002489855,0.0000303279,0.0004070646,0.004627691,0.0007826165,0.003194666,0.6409248,0.1688665,0.1737711],"study_design_scores_gemma":[0.0000576622,0.0001761738,0.00296105,0.0004779578,0.00001552043,0.0005192519,0.002107134,0.001989839,0.002594225,0.2219792,0.7670392,0.0000827665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04049486,0.00782746,0.1180102,0.2449679,0.01057572,0.000255861,0.0004205638,0.002535614,0.5749118],"genre_scores_gemma":[0.5174646,0.003904887,0.03647287,0.05526024,0.002496029,0.0002638416,0.0002585495,0.0007845224,0.3830945],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03369976,"threshold_uncertainty_score":0.1127369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384083974645338,"score_gpt":0.2787600342967978,"score_spread":0.2549191945503444,"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."}}