{"id":"W3202592801","doi":"10.18280/isi.260401","title":"Streamed Video Reconstruction for Firefox Browser Forensics","year":2021,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Digital Media Forensic Detection","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Suspect; Cache; The Internet; Popularity; Web browser; Digital forensics; Focus (optics); Multimedia; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002463021,0.0001671588,0.0001922229,0.00017044,0.000203317,0.0006383909,0.0002403152,0.0001202387,0.00001000367],"category_scores_gemma":[0.0007593984,0.0001717525,0.0001110584,0.0005703259,0.00009616874,0.007879693,0.0001051416,0.00009321711,0.00007319566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002828884,"about_ca_system_score_gemma":0.0001899191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000164651,"about_ca_topic_score_gemma":0.00003156996,"domain_scores_codex":[0.9986353,0.00003055479,0.0005325886,0.0002085357,0.0002764697,0.000316554],"domain_scores_gemma":[0.9983724,0.0001187504,0.0002709053,0.0004284081,0.0007096644,0.00009980991],"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":[0.00001358316,0.000008849196,0.0001441299,0.0001165879,0.00002384626,0.000001789468,0.001241781,0.0001053271,0.0001716088,0.01424452,0.0009651798,0.9829628],"study_design_scores_gemma":[0.00360912,0.0007745565,0.007428818,0.0007904862,0.00007500515,0.001989296,0.00297132,0.1835713,0.2221944,0.487379,0.08759291,0.001623898],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1032968,0.00004751873,0.8804305,0.0001882071,0.003141097,0.0004083119,0.00002673821,0.0004402212,0.01202057],"genre_scores_gemma":[0.8982331,0.00001594596,0.1007043,0.0003564944,0.0001694757,0.000154892,0.0001445377,0.00001474212,0.0002065928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813389,"threshold_uncertainty_score":0.7003865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244246136655503,"score_gpt":0.2144525246691808,"score_spread":0.2020100633026258,"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."}}