{"id":"W1921940893","doi":"10.1109/ccece.2001.933568","title":"Implementation of MPEG system target decoder","year":2002,"lang":"en","type":"article","venue":"","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Decoding methods; Arithmetic underflow; Multiplexer; Multiplexing; MPEG-2; Real-time computing; Soft-decision decoder; Video decoder; Embedded system; Computer hardware; Algorithm; Telecommunications","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":[0.0002552019,0.00007247578,0.0001259196,0.00009075642,0.00002783378,0.00003487939,0.0004504531,0.00003462169,0.0001701194],"category_scores_gemma":[0.00000340247,0.0000627434,0.00003967559,0.0002000822,0.00000971331,0.0003253119,0.00007271501,0.00003045263,0.00007431718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004727561,"about_ca_system_score_gemma":0.000009487739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001362813,"about_ca_topic_score_gemma":0.00001235253,"domain_scores_codex":[0.9991013,0.00006988407,0.0003006241,0.0001788156,0.0002093148,0.0001399954],"domain_scores_gemma":[0.9993246,0.00003165313,0.0001148852,0.0004163509,0.00007630251,0.00003624835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[7.491265e-7,0.00005262309,0.005761036,0.0001995875,0.00003511952,0.00001239607,0.0022737,0.00001221355,0.01297032,0.9023169,0.04993906,0.02642627],"study_design_scores_gemma":[0.0005796586,0.0002742195,0.001282004,0.00008685317,0.000008821386,0.00008825342,0.001323638,0.1847552,0.8028764,0.002999196,0.005274879,0.0004509485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002519747,0.00007736976,0.9709098,0.0000985398,0.0001058048,0.0002130962,0.000001077919,0.0005127323,0.02556177],"genre_scores_gemma":[0.7882186,0.000001955646,0.2113793,0.0000406102,0.00001486263,0.00001938959,3.309393e-7,0.000004465464,0.0003204634],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8993177,"threshold_uncertainty_score":0.2558601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02236972290643638,"score_gpt":0.2723792335287246,"score_spread":0.2500095106222882,"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."}}