{"id":"W4315776895","doi":"10.1142/13330","title":"Innovations in Digital Forensics","year":2023,"lang":"en","type":"book","venue":"World Scientific series in digital forensics and cybersecurity","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Digital forensics; Computer forensics; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005472241,0.0008255068,0.0009371031,0.001666191,0.0003138221,0.007068862,0.001475391,0.0003497156,0.000009064562],"category_scores_gemma":[0.0002519646,0.0008505702,0.0002511413,0.004252365,0.002148896,0.006135076,0.002275238,0.0009673191,0.0001771963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003686696,"about_ca_system_score_gemma":0.0007577774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001699301,"about_ca_topic_score_gemma":0.004905425,"domain_scores_codex":[0.9946258,0.00001185436,0.001253035,0.001814634,0.001160629,0.001134035],"domain_scores_gemma":[0.9971415,0.0002390567,0.0003723514,0.001493195,0.0004594231,0.0002944601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001442811,0.00006803486,0.0005912157,0.00007556409,0.00002956109,0.0002285753,0.001018049,0.0000129963,4.124093e-7,0.8746973,0.06657403,0.0566898],"study_design_scores_gemma":[0.0003538309,0.00005669461,0.0002829531,0.000325699,0.000007155881,0.00003523451,0.0001411101,0.0003447872,0.0000106444,0.7716126,0.226013,0.0008162946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01400725,0.0004164207,0.0007255235,0.000828231,0.007878487,0.001100485,0.001906407,0.0007381689,0.9723991],"genre_scores_gemma":[0.07687152,0.00003630732,0.0007389412,0.0001904428,0.0002121163,0.00005143221,0.001886474,0.0001237399,0.919889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.159439,"threshold_uncertainty_score":0.9993945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385566617442985,"score_gpt":0.2188150253084588,"score_spread":0.204959359134029,"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."}}