{"id":"W2313290072","doi":"10.1142/9789812703118_0009","title":"Worst-Case Redundancy of Solid Codes","year":2005,"lang":"en","type":"article","venue":"","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University; Western University","funders":"","keywords":"Computer science; Redundancy (engineering)","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":[0.000204164,0.00005859029,0.00008708587,0.0000780819,0.00005809512,0.00002325976,0.0003489558,0.00002247344,0.000086958],"category_scores_gemma":[0.00001129793,0.00004961015,0.0000644248,0.000276649,0.0000457202,0.0002236308,0.0001012623,0.00004424772,0.00002769812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004253393,"about_ca_system_score_gemma":0.00001327763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006359522,"about_ca_topic_score_gemma":0.00002031676,"domain_scores_codex":[0.9994869,0.00002431416,0.0001345761,0.0001447316,0.00008345874,0.0001260141],"domain_scores_gemma":[0.9994631,0.00005854804,0.00003847875,0.0003604594,0.0000326843,0.0000467248],"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":[0.000003850231,0.00005615024,0.00006847203,0.000004108316,0.000008467116,0.00003006466,0.0003987029,0.00002698316,0.0008843797,0.9116687,0.0007812424,0.08606892],"study_design_scores_gemma":[0.001403735,0.0005987947,0.0009115975,0.0001151193,0.00003420255,0.002292778,0.0003632938,0.05222062,0.2359479,0.6250666,0.08003619,0.001009088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08797522,0.0001280852,0.8794612,0.0006617793,0.000118264,0.00005406715,0.000001839418,0.0001911656,0.03140834],"genre_scores_gemma":[0.924822,0.000004480857,0.07463013,0.0001915439,0.00003931244,0.000001883204,1.38374e-7,0.000002346177,0.0003081873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8368468,"threshold_uncertainty_score":0.2023043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441096442665898,"score_gpt":0.2592484445163404,"score_spread":0.2448374800896814,"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."}}