{"id":"W3206781650","doi":"10.33232/bims.0076.79.81","title":"D. Rosenthal et al.: A Readable Introduction to Real Mathematics","year":2015,"lang":"en","type":"article","venue":"Irish Mathematical Society Bulletin","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics; Mathematics education; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001030815,0.001122464,0.000730683,0.002192016,0.00139197,0.004071251,0.00100115,0.001648103,0.06960508],"category_scores_gemma":[0.003772332,0.0005939595,0.0007810727,0.002023623,0.001505687,0.004235849,0.002231273,0.00417825,0.05969751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002103651,"about_ca_system_score_gemma":0.002080943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909455,"about_ca_topic_score_gemma":0.005348555,"domain_scores_codex":[0.9990298,0.0001547541,0.00006549247,0.0001587763,0.0005210157,0.00007020175],"domain_scores_gemma":[0.9987406,0.0004626178,0.0000609591,0.00008666043,0.000457672,0.000191521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006132881,0.00001274431,0.00008177019,0.0001286523,0.000002770318,0.00003167101,0.000158568,0.00006345565,0.0001628855,0.02399037,0.9290926,0.04626842],"study_design_scores_gemma":[0.000001339448,0.000004639424,0.000113555,0.0001371037,9.923641e-7,0.0001085043,0.00004245222,0.00003370481,0.00003915304,0.006712182,0.9928027,0.00000368037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001238202,0.2361981,0.02204218,0.1272872,0.06904517,0.0001904865,0.001880219,0.001746446,0.5403719],"genre_scores_gemma":[0.00698807,0.09990786,0.01771189,0.02746634,0.01907676,0.0001562428,0.001125642,0.001185887,0.8263814],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06960508,"threshold_uncertainty_score":0.2328522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009631209538979,"score_gpt":0.2897246709503422,"score_spread":0.2596283588549524,"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."}}