{"id":"W4289519905","doi":"10.1007/s12095-022-00585-4","title":"Status of three classes of sequences","year":2022,"lang":"en","type":"article","venue":"Cryptography and Communications","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sequence (biology); Binary Golay code; Pseudorandom number generator; Ambiguity; Field (mathematics); Autocorrelation; Computer science; Cryptography; Complementary sequences; Theoretical computer science; Mathematics; Algorithm; Discrete mathematics; Statistics; Pure mathematics; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002841861,0.00007246067,0.0001390668,0.0002764702,0.000442628,0.00002066189,0.00163308,0.00001754258,0.00003050999],"category_scores_gemma":[0.00001442829,0.00007408852,0.0001134569,0.001278831,0.0005005941,0.000157236,0.001057505,0.0001485747,2.052622e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000444953,"about_ca_system_score_gemma":0.00005291781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008200743,"about_ca_topic_score_gemma":0.00003774692,"domain_scores_codex":[0.999131,0.0001893296,0.0002296423,0.0001378209,0.0001595932,0.000152563],"domain_scores_gemma":[0.9980273,0.0003041445,0.0001657754,0.001381183,0.00006856573,0.00005306237],"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":[0.00000598374,0.0001263433,0.02417457,0.00001155654,0.00003583151,1.380579e-7,0.0009795176,0.00001384137,0.0008818316,0.9511622,0.00004120917,0.022567],"study_design_scores_gemma":[0.0003494629,0.0004670609,0.0424201,0.00002608264,0.00003865167,0.000009186097,0.001818036,0.001231348,0.001143422,0.9202251,0.03204117,0.0002303842],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6231022,0.03072261,0.3129238,0.00195868,0.0002770278,0.0005098052,0.0001875212,0.0002649865,0.03005334],"genre_scores_gemma":[0.9633703,0.0009518874,0.03557055,0.00004790395,0.000002406596,0.00004618344,0.000006286433,0.00000304969,0.000001473444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.340268,"threshold_uncertainty_score":0.3404381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04423353199970351,"score_gpt":0.2763334129997022,"score_spread":0.2320998809999987,"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."}}