{"id":"W4390973014","doi":"10.1007/s00200-023-00642-2","title":"On the classification of non-exceptional APN functions","year":2024,"lang":"en","type":"article","venue":"Applicable Algebra in Engineering Communication and Computing","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Medicine","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":[0.0005509692,0.00008139031,0.00008098106,0.000154201,0.0001156109,0.00009859955,0.0004918445,0.00003436513,0.000006484835],"category_scores_gemma":[0.00001925858,0.00006908122,0.0000371451,0.000680741,0.00003924572,0.0001088472,0.0001754671,0.0002248259,0.00001012288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001685663,"about_ca_system_score_gemma":0.00001284765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006981808,"about_ca_topic_score_gemma":8.222179e-7,"domain_scores_codex":[0.999396,0.00003806802,0.0001878894,0.0001723551,0.00009828481,0.0001073869],"domain_scores_gemma":[0.9985948,0.0007961918,0.00003463445,0.0005299601,0.00002184056,0.00002262376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001244299,0.00002324742,0.00008737997,0.00002568768,0.000009515974,1.459399e-7,0.0003103669,0.005694929,0.002269062,0.9560845,0.00009079169,0.03540311],"study_design_scores_gemma":[0.00006473393,0.00002012957,0.0107312,0.0001454812,0.000003058576,0.000003585355,0.00006106954,0.967128,0.0002030768,0.02037018,0.001183678,0.00008583739],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1699496,0.000393669,0.8263856,0.001013112,0.00006989978,0.0001289162,6.907764e-7,0.0001530413,0.001905499],"genre_scores_gemma":[0.9946207,0.00003458998,0.005213438,0.00006556953,0.00001615151,0.00002885015,0.000003848043,0.000006561434,0.00001024264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9614331,"threshold_uncertainty_score":0.2817051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075947073421124,"score_gpt":0.2243018309213886,"score_spread":0.2135423601871773,"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."}}