{"id":"W4221080899","doi":"10.18280/ts.390120","title":"An Image Decompression Model with Reversible Pixel Interchange Decryption Model Using Data Deduplication","year":2022,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data deduplication; Decompression; Pixel; Computer science; Image (mathematics); Computer vision; Data mining; Artificial intelligence; Database; Medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008566853,0.0002500119,0.0001888829,0.0002724044,0.0005588677,0.0002175935,0.001979044,0.00004029223,0.000129702],"category_scores_gemma":[0.000006479958,0.0002498448,0.00004654438,0.0004624001,0.00005222597,0.003342094,0.0009789777,0.000267963,0.000009686622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004376749,"about_ca_system_score_gemma":0.0002409374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006824163,"about_ca_topic_score_gemma":0.00001745523,"domain_scores_codex":[0.9973229,0.0001878663,0.0003560951,0.0009331841,0.000819397,0.0003805473],"domain_scores_gemma":[0.9981468,0.0000358255,0.0002373111,0.00127799,0.0001327535,0.0001693313],"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":[0.0001099018,0.000296744,0.00002516029,0.00001673589,0.0000116607,0.000004696488,0.0006609376,0.6232752,0.3694782,0.0007795714,0.0005877766,0.004753468],"study_design_scores_gemma":[0.0008917942,0.0002756057,0.00005366168,0.00003431328,0.00003483039,0.00002941639,0.0001089988,0.9920019,0.004257748,0.001888074,0.0001065029,0.0003171376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.178957,0.00003042955,0.8199075,0.0002911469,0.00005180551,0.0004279256,0.00007228077,0.000196619,0.00006538413],"genre_scores_gemma":[0.6458861,0.000004010306,0.3531857,0.0004369896,0.00005083322,0.00006848372,0.0003232646,0.00002462763,0.0000199658],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4669291,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08624515744724638,"score_gpt":0.3110526054303288,"score_spread":0.2248074479830824,"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."}}