{"id":"W1983417710","doi":"10.1145/2660267.2660387","title":"SIW 2014","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Information security; Computer security; Element (criminal law); Software; Information system; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002745936,0.0008284422,0.0005366348,0.002610249,0.001841719,0.006113082,0.001752144,0.002133095,0.4243874],"category_scores_gemma":[0.006288257,0.0004421403,0.0006661552,0.002126939,0.0008686177,0.004309455,0.003314607,0.002096682,0.3998448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206475,"about_ca_system_score_gemma":0.003617248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005790793,"about_ca_topic_score_gemma":0.008101107,"domain_scores_codex":[0.9982587,0.0002159976,0.0001185522,0.0002994203,0.0008685216,0.0002389391],"domain_scores_gemma":[0.9960984,0.000289159,0.0001330529,0.0007817007,0.001933167,0.0007644983],"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":[0.0001067772,0.00008838328,0.0005995516,0.0001715153,0.00001357004,0.000105294,0.0001524654,0.0002207774,0.001515369,0.01787509,0.800181,0.1789703],"study_design_scores_gemma":[0.000005572075,0.00001049795,0.0003494409,0.00007204276,0.000002975284,0.00005542775,0.00006504275,0.0001844891,0.0003225799,0.001865782,0.9970605,0.00000568898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003911091,0.003967803,0.02483062,0.01766388,0.01585214,0.0004374662,0.008889406,0.005771748,0.9186758],"genre_scores_gemma":[0.00840871,0.002031917,0.005251481,0.001431064,0.0009285142,0.0001480909,0.009658635,0.001371216,0.9707704],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5756125,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005803674077838183,"score_gpt":0.2058295769413316,"score_spread":0.2000259028634934,"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."}}