{"id":"W2786261895","doi":"10.5642/jhummath.201801.27","title":"Paperback vs. cryptanalysis","year":2018,"lang":"en","type":"article","venue":"Journal of Humanistic Mathematics","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cryptanalysis; Computer science; Computer security; Cryptography","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":[0.0008889873,0.0001590422,0.0003735322,0.0001560111,0.0001528433,0.0002408783,0.001019376,0.00004972071,0.0005897582],"category_scores_gemma":[0.0004298343,0.0001262064,0.0002000565,0.0003351209,0.0001217524,0.0004266916,0.0001238041,0.000196715,0.0002993915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000105504,"about_ca_system_score_gemma":0.0001152063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001527481,"about_ca_topic_score_gemma":0.000003589868,"domain_scores_codex":[0.9980819,0.00005506938,0.0008011845,0.0001532164,0.0006853273,0.0002233453],"domain_scores_gemma":[0.9976461,0.0002498159,0.0008021503,0.0005147804,0.0006545355,0.0001326173],"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":[0.00006447067,0.001457586,0.0001035716,0.0005037135,0.0006071451,0.0005395773,0.009285239,0.0001940098,0.03313977,0.888998,0.05481311,0.01029376],"study_design_scores_gemma":[0.002134005,0.003103373,0.0007969626,0.000700798,0.0006804181,0.002016425,0.0004822383,0.3025034,0.01217538,0.652133,0.02224163,0.001032398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007015646,0.00008235863,0.9861246,0.000535598,0.0003841963,0.0000639566,0.000001015647,0.00004120352,0.005751396],"genre_scores_gemma":[0.4897901,0.00002517475,0.5085609,0.0003918211,0.0006986723,0.000001260002,4.504313e-7,0.00001968412,0.0005120295],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4827744,"threshold_uncertainty_score":0.6457439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597621231804837,"score_gpt":0.2580013494993051,"score_spread":0.2420251371812567,"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."}}