{"id":"W4253642905","doi":"10.22215/etd/2005-08504","title":"Robust image transmission with rate-compatible low-density parity-check codes over noisy channels","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Error Correcting Code Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Parity (physics); Transmission (telecommunications); Computer science; Mathematics; Physics; Telecommunications; Particle physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006167524,0.0007096571,0.0007468689,0.0003708374,0.0003182178,0.0005242073,0.001473862,0.0004995826,0.0001843559],"category_scores_gemma":[0.00003808571,0.0005898136,0.0001971518,0.0006786406,0.00005225227,0.001014232,0.00009897623,0.0009021098,0.00007749988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161841,"about_ca_system_score_gemma":0.0003016267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008141841,"about_ca_topic_score_gemma":0.002582233,"domain_scores_codex":[0.996689,0.0001790372,0.0005503708,0.001254313,0.0007036458,0.0006236117],"domain_scores_gemma":[0.9976385,0.0001540814,0.000402249,0.001125395,0.0004554857,0.0002243367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003872436,0.007705349,0.005908682,0.009221703,0.001436329,0.001773806,0.06700654,0.007137217,0.4041409,0.03998646,0.2078974,0.2439132],"study_design_scores_gemma":[0.001144457,0.0005845454,0.009309994,0.00217947,0.0001319312,0.00005699677,0.0004609861,0.1268846,0.8530167,0.001632808,0.001841183,0.002756267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1844175,0.0001407482,0.7754854,0.0003128234,0.0009613924,0.001039532,0.000005465018,0.003255388,0.03438177],"genre_scores_gemma":[0.5625193,0.0001358501,0.4107065,0.000443014,0.0003046826,0.0001110186,0.0003783099,0.0001593252,0.02524197],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4488758,"threshold_uncertainty_score":0.9996553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01628789170856295,"score_gpt":0.2601941585810579,"score_spread":0.243906266872495,"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."}}