{"id":"W2406936419","doi":"","title":"External Difference Families over GF(q 2k ).","year":2014,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Pure mathematics; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.0003214758,0.0001537045,0.0001600452,0.0001113077,0.0001629075,0.0001717641,0.001099099,0.00005604916,0.00002814235],"category_scores_gemma":[0.00005146536,0.0001408581,0.00009565956,0.0003578557,0.00007630551,0.0002467601,0.0002986059,0.00015391,0.00007999282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001467816,"about_ca_system_score_gemma":0.00001711178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703676,"about_ca_topic_score_gemma":0.000002026089,"domain_scores_codex":[0.9988167,0.0001254495,0.0001593515,0.0003433543,0.0002675277,0.0002875788],"domain_scores_gemma":[0.9988853,0.0001995951,0.00006465688,0.00070058,0.00004401804,0.0001058499],"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":[0.000004893922,0.00005207686,0.007370162,0.000004511755,0.000006838721,0.000002738536,0.0002292745,0.000001265323,0.0009837357,0.9627843,0.0002661934,0.02829394],"study_design_scores_gemma":[0.0004028299,0.0001183031,0.06920004,0.00002579606,0.000004213062,0.000004268104,0.000006811514,0.002123917,0.001170997,0.923143,0.003606433,0.0001933977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393916,0.000104058,0.05053063,0.000117865,0.002434499,0.00006525593,6.05696e-7,0.0002706005,0.007084939],"genre_scores_gemma":[0.9977316,0.00001704523,0.00169107,0.0003490539,0.00001720965,0.000009517117,4.820006e-7,0.000008197126,0.0001757958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06182988,"threshold_uncertainty_score":0.5744027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00790448847446348,"score_gpt":0.2159888846906727,"score_spread":0.2080843962162092,"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."}}