{"id":"W7100628069","doi":"","title":"University of Alberta Customized Raptor Code Designs for Finite Lengths and Practical Settings","year":2016,"lang":"en","type":"article","venue":"","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Code (set theory); Block (permutation group theory); Decoding methods; Extension (predicate logic); Raptor code","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003820268,0.00006262794,0.0001128559,0.00005160423,0.0000828599,0.00001734113,0.0001849728,0.00003901618,0.00005397337],"category_scores_gemma":[0.0002651397,0.00004495301,0.00006103934,0.00009973887,0.0000932661,0.0002983574,0.0001113438,0.00002793777,0.000007263275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005714325,"about_ca_system_score_gemma":0.00003523622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001485641,"about_ca_topic_score_gemma":0.00002164773,"domain_scores_codex":[0.9994542,0.00007138929,0.00007841999,0.0002027709,0.00006325308,0.0001299518],"domain_scores_gemma":[0.9965431,0.003071574,0.00005913285,0.0002099505,0.00005394884,0.00006230992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004354634,0.00006762744,0.0002982102,0.0000187547,0.00004603256,0.000002988479,0.0007577013,7.578531e-7,0.008068874,0.9631122,0.006459037,0.02073237],"study_design_scores_gemma":[0.02223639,0.001613483,0.00107686,0.0002705353,0.0002156944,0.0000628803,0.0008071961,0.03923403,0.05048852,0.2226553,0.659974,0.001365081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0134338,0.00000617677,0.9796013,0.005140166,0.00004379475,0.000123878,0.000003851779,0.00004396868,0.001603091],"genre_scores_gemma":[0.8181081,0.00001998796,0.1799467,0.0002158886,0.00001361957,0.000001163295,3.419004e-7,0.000004316445,0.001689874],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8046743,"threshold_uncertainty_score":0.1833131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02561581926195506,"score_gpt":0.2479065248843765,"score_spread":0.2222907056224214,"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."}}