{"id":"W2024167700","doi":"10.1364/ol.35.004175","title":"Digital holography-based steganography","year":2010,"lang":"en","type":"article","venue":"Optics Letters","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Steganography; Computer science; Cover (algebra); Pixel; Holography; Digital holography; Computer vision; Artificial intelligence; Image compression; Information hiding; Digital watermarking; Image processing; Optics; Image (mathematics); Physics","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":[0.0001661777,0.0001846956,0.0001285981,0.0003471592,0.0001049818,0.0005481791,0.0008459005,0.00007302816,0.00001321797],"category_scores_gemma":[0.00003616307,0.0001829498,0.0001796486,0.0007127199,0.0001925961,0.0007731155,0.00009588425,0.0003730677,0.0001013575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001193753,"about_ca_system_score_gemma":0.00003662113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000295704,"about_ca_topic_score_gemma":0.000002063639,"domain_scores_codex":[0.9986819,0.00002179343,0.0001914909,0.0004030515,0.0003419045,0.0003598761],"domain_scores_gemma":[0.998841,0.000111215,0.00008732291,0.0007546243,0.00006458282,0.0001412653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002161352,0.0002801354,0.008885936,0.00002948971,0.0000504829,0.0001848211,0.0001555371,0.001216931,0.9292442,0.02023432,0.005926094,0.03377047],"study_design_scores_gemma":[0.01002163,0.001580251,0.06279238,0.0001825966,0.0001591796,0.0003069738,0.00008265922,0.5588255,0.2411255,0.00920791,0.109033,0.006682498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3245684,0.000006265121,0.6660439,0.005842463,0.0007912492,0.0001271384,0.000007766053,0.0003363488,0.002276461],"genre_scores_gemma":[0.836879,7.622642e-7,0.1572977,0.005630949,0.0001246284,0.00001228477,0.00001430623,0.00001861452,0.00002176892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6881187,"threshold_uncertainty_score":0.7460477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005113846504719148,"score_gpt":0.1987462269693563,"score_spread":0.1936323804646371,"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."}}