{"id":"W4386307641","doi":"10.1145/3616383","title":"A First Look into Software Security Practices in Bangladesh","year":2023,"lang":"en","type":"article","venue":"ACM Journal on Computing and Sustainable Societies","topic":"Advanced Malware Detection Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Software security assurance; Security bug; Computer security; Software development; Security through obscurity; Outsourcing; Business; Secure coding; Context (archaeology); Application security; Software; Security information and event management; Cloud computing security; Computer science; Security service; Information security; Cloud computing; Geography; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001946594,0.0001814777,0.0002281126,0.0003420599,0.001112277,0.0005713917,0.0007961849,0.0001116913,0.000003112584],"category_scores_gemma":[0.00267679,0.0001726906,0.00008053734,0.0009955601,0.00009155484,0.000937852,0.001068369,0.0007671201,0.000007233832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417347,"about_ca_system_score_gemma":0.0001340042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000510896,"about_ca_topic_score_gemma":0.000007256155,"domain_scores_codex":[0.9982104,0.0001585649,0.0003133942,0.0003569681,0.0003429848,0.0006176766],"domain_scores_gemma":[0.9978238,0.001008256,0.000404826,0.0003840198,0.0002678162,0.0001112894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000289309,0.0008472868,0.05370181,0.004285769,0.0003529489,0.009855011,0.2266104,0.0403856,0.0001266271,0.1348179,0.2228107,0.3059167],"study_design_scores_gemma":[0.0008870105,0.0007097761,0.003588931,0.0003819256,0.000009369077,0.0004366645,0.0376152,0.03819147,0.0005809828,0.8701716,0.04676921,0.0006578739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5603881,0.001732825,0.4174442,0.01647908,0.0006583983,0.0004394596,7.814347e-7,0.002396432,0.0004606669],"genre_scores_gemma":[0.9254851,0.0008661864,0.07165047,0.0007212301,0.0002011108,0.0000107048,8.304503e-7,0.00002390891,0.001040481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7353537,"threshold_uncertainty_score":0.8554848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01549091372971588,"score_gpt":0.2992984744507849,"score_spread":0.283807560721069,"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."}}