{"id":"W2913503446","doi":"10.5539/cis.v12n1p93","title":"Applicability Analysis of Semi-Network Operating System","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Flexibility (engineering); Autonomy; Controllability; Trustworthiness; Architecture; Human–computer interaction; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001241451,0.0003312815,0.0002569386,0.002208431,0.0005574463,0.0009220664,0.0009027859,0.0003720052,0.003937583],"category_scores_gemma":[0.007402244,0.0001290488,0.0005075543,0.001182834,0.0005378167,0.002082021,0.0006313617,0.0005875144,0.000491911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091411,"about_ca_system_score_gemma":0.001055512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430671,"about_ca_topic_score_gemma":0.001700492,"domain_scores_codex":[0.9985067,0.0002699768,0.00008239962,0.000199532,0.0007407077,0.0002006288],"domain_scores_gemma":[0.995316,0.001896331,0.0004404366,0.0004157398,0.001844539,0.00008697666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005349449,0.0002028233,0.05040491,0.0009992477,0.0001318296,0.001355845,0.0009952632,0.314824,0.0413164,0.2738273,0.01213354,0.3032739],"study_design_scores_gemma":[0.00001030954,0.00008488462,0.01008102,0.00005138575,0.00003430326,0.0004805617,0.0001801364,0.947702,0.005988332,0.02927123,0.006090738,0.0000251042],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4465508,0.003784942,0.4841736,0.001158803,0.0002204934,0.0003412385,0.0007761322,0.001327799,0.06166619],"genre_scores_gemma":[0.9866448,0.0008238714,0.009325307,0.00007263248,0.00006839829,0.00008900221,0.0003011802,0.00005229097,0.002622344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005430671,"threshold_uncertainty_score":0.01317251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004829854846903358,"score_gpt":0.2317265431008323,"score_spread":0.226896688253929,"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."}}