{"id":"W2792055848","doi":"","title":"Compression Effects of JPEG and JPEG2000 on Temporal-Bone Images","year":2005,"lang":"en","type":"article","venue":"","topic":"Advanced Data Compression Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"JPEG 2000; Compression (physics); Computer vision; Computer science; Artificial intelligence; Image compression; Image processing; Image (mathematics); Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209594,0.0003640177,0.0001528859,0.001020764,0.0001364646,0.0002765054,0.0002130541,0.0003009065,0.002308878],"category_scores_gemma":[0.003114634,0.0001006216,0.0001642727,0.000954562,0.0002270525,0.0003660519,0.000192449,0.0002329767,0.0003136308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002088578,"about_ca_system_score_gemma":0.0001825108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001100702,"about_ca_topic_score_gemma":0.001256873,"domain_scores_codex":[0.9996442,0.00005758182,0.00002770791,0.0000359132,0.0001997785,0.00003490436],"domain_scores_gemma":[0.9990576,0.0003973553,0.00008053201,0.00007422573,0.0003484942,0.00004183261],"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":[0.003199747,0.0002691396,0.006112393,0.000700968,0.0000917472,0.0006600301,0.0002448167,0.00479107,0.7287334,0.002264958,0.002297175,0.2506346],"study_design_scores_gemma":[0.0001569126,0.002757272,0.04458588,0.0001038681,0.0001713364,0.00334387,0.0001846155,0.03153245,0.9060075,0.0008446491,0.01024147,0.00007025387],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492665,0.005682471,0.03552021,0.0002416406,0.0002495947,0.0002546238,0.0006888901,0.0003368868,0.007759262],"genre_scores_gemma":[0.9111124,0.004407566,0.07570271,0.0002214375,0.00009053091,0.0001293412,0.001161661,0.0001114803,0.00706287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002308878,"threshold_uncertainty_score":0.007723987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005567693574240645,"score_gpt":0.2580033372858971,"score_spread":0.2524356437116565,"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."}}