{"id":"W2020076974","doi":"10.1109/iscas.2012.6271727","title":"Implantable narrow band image compressor for capsule endoscopy","year":2012,"lang":"en","type":"article","venue":"","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"CMC Microsystems","keywords":"Computer science; Gas compressor; RGB color model; Chrominance; Computer vision; Pixel; Raster graphics; Artificial intelligence; CMOS; Electronic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000227582,0.0001594015,0.0001949237,0.00007108047,0.0001688926,0.0001094863,0.001008166,0.00005265756,0.00008304034],"category_scores_gemma":[0.00002907495,0.0001304512,0.00005405676,0.0001306757,0.00003680347,0.002256226,0.0003180554,0.00008711022,0.00007118865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000268135,"about_ca_system_score_gemma":0.00002040549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003811767,"about_ca_topic_score_gemma":0.0000014353,"domain_scores_codex":[0.9987262,0.00003225897,0.0002061811,0.0003052307,0.0001773317,0.0005527705],"domain_scores_gemma":[0.9987373,0.0001266091,0.00008146987,0.000802547,0.00007190327,0.0001802237],"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":[0.00001206184,0.0001222954,0.00009957501,0.00003931968,0.000008788559,0.00000129282,0.0001573041,0.000003230306,0.4773198,0.04776685,0.4705734,0.003896061],"study_design_scores_gemma":[0.0002862557,0.0000367272,0.00005451827,0.000008903808,0.000002812619,0.00002166259,0.000007842986,0.00148729,0.7981538,0.003578375,0.1961927,0.0001691686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0008607632,0.0003400006,0.9817275,0.000175984,0.0003529523,0.0003933898,0.00005858474,0.0007360063,0.01535483],"genre_scores_gemma":[0.1545622,0.00001082985,0.8434242,0.0003959831,0.0001403718,0.0001515802,0.0000242711,0.00001597061,0.001274522],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.320834,"threshold_uncertainty_score":0.5319644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995201236600057,"score_gpt":0.3057520506700636,"score_spread":0.285800038304063,"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."}}