{"id":"W2620968236","doi":"10.1145/3019612.3019726","title":"Flamingo","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science","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":[0.000559032,0.001182193,0.0005634591,0.001070501,0.0009515827,0.001468422,0.001693036,0.001127837,0.03778328],"category_scores_gemma":[0.00244101,0.0004284451,0.0006749359,0.0004037342,0.0004557466,0.003506888,0.002332743,0.001103028,0.01473305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005958487,"about_ca_system_score_gemma":0.000857702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006362416,"about_ca_topic_score_gemma":0.008229806,"domain_scores_codex":[0.9993895,0.00004777421,0.00003534356,0.0001323976,0.0002336529,0.0001612367],"domain_scores_gemma":[0.9993346,0.0001072303,0.00004860915,0.0002115547,0.0001887159,0.0001092999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001259266,0.00022849,0.004087117,0.0006033367,0.00005371199,0.0006787557,0.0008566409,0.001404668,0.02631958,0.02691732,0.2724126,0.6651785],"study_design_scores_gemma":[0.00007137841,0.0002328413,0.004208924,0.0001718512,0.00005020944,0.0009886618,0.0001661669,0.01293261,0.01301019,0.006784723,0.9612513,0.0001311771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0534458,0.006951672,0.2251649,0.002966453,0.00247345,0.002031862,0.009861134,0.2267614,0.4703433],"genre_scores_gemma":[0.4203494,0.003467586,0.1692909,0.003507626,0.0006289187,0.001424553,0.02707735,0.01368074,0.3605728],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03778328,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524647180389595,"score_gpt":0.2906392342118518,"score_spread":0.2753927624079559,"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."}}