{"id":"W1952935518","doi":"10.1109/ccece.2000.849714","title":"A comparison of binary quasi-cyclic decoder implementations","year":2002,"lang":"en","type":"article","venue":"","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Decoding methods; Computer science; Binary number; Implementation; Software implementation; Binary code; Parallel computing; Algorithm; Software; Theoretical computer science; Arithmetic; Mathematics; Programming language","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":[0.0001034231,0.0000583576,0.0001015765,0.0001144598,0.0000839091,0.00002827871,0.0003810654,0.0000170275,0.0007585788],"category_scores_gemma":[0.000006536982,0.00005242192,0.0000664721,0.0004159062,0.00003111746,0.000183579,0.0000924024,0.00004161653,0.00005637249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004614088,"about_ca_system_score_gemma":0.000004063097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001064748,"about_ca_topic_score_gemma":0.000015453,"domain_scores_codex":[0.9993797,0.0000429022,0.0001980173,0.0001402751,0.0001111957,0.0001279404],"domain_scores_gemma":[0.9994796,0.00009631344,0.00005569143,0.0003027158,0.00002537628,0.00004030206],"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":[0.000002982178,0.0006940355,0.02590805,0.00001025982,0.00002971939,0.00000149216,0.003529391,0.00003860627,0.003584886,0.8994493,0.01453118,0.05222004],"study_design_scores_gemma":[0.002836234,0.002815114,0.07363247,0.00006869667,0.00007803406,0.00003009308,0.003211632,0.6633783,0.04366226,0.1505389,0.05839956,0.001348738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2798073,0.0002046323,0.6988045,0.0009291967,0.0001569831,0.0001111188,0.00000207202,0.0001880015,0.01979623],"genre_scores_gemma":[0.9712135,0.000005637097,0.02846212,0.0001440566,0.000008830054,0.000006286847,7.484557e-7,0.0000024473,0.0001564314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7489105,"threshold_uncertainty_score":0.8305907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0691039774980396,"score_gpt":0.3469174628116747,"score_spread":0.2778134853136351,"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."}}