{"id":"W6945204714","doi":"10.2312/vmv.20241204","title":"Towards Practical Meshlet Compression","year":2024,"lang":"en","type":"article","venue":"Eurographics","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Codec; Data compression; Vertex (graph theory); Quantization (signal processing); Compression (physics); Image compression; STRIPS; Compression ratio","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":[0.0001199995,0.0001101032,0.0001476569,0.0001260366,0.00004172725,0.000057092,0.00003061887,0.00006334067,0.0002479715],"category_scores_gemma":[0.00007368533,0.00007610324,0.0001537983,0.0003502283,0.00006106148,0.00005955159,0.00003187922,0.0002187938,0.0001476849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001660303,"about_ca_system_score_gemma":0.00006961666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001040081,"about_ca_topic_score_gemma":0.000001830888,"domain_scores_codex":[0.999161,0.0000324861,0.000133342,0.0002341198,0.0002793476,0.0001597035],"domain_scores_gemma":[0.9994681,0.0001245648,0.00001391692,0.0002135277,0.00004104066,0.0001388819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002475512,0.004137849,0.1561694,0.0007158595,0.001476638,0.01219986,0.001054218,0.000002441082,0.001550734,0.2508913,0.3474642,0.2240899],"study_design_scores_gemma":[0.0006912349,0.0006245427,0.1003373,0.0004025393,0.0003780209,0.0004798224,0.00004533318,0.0005728574,0.001512523,0.0009928244,0.8938236,0.0001394419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976267,0.02151933,0.0008717592,0.08481577,0.002634527,0.001078706,0.00003847008,0.001518667,0.08989601],"genre_scores_gemma":[0.9954667,0.001088163,0.002046043,0.0009100617,0.0002366316,0.00002543563,0.0000333373,0.00002610559,0.0001675075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5463594,"threshold_uncertainty_score":0.31034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06165504838346132,"score_gpt":0.3827524500982539,"score_spread":0.3210974017147926,"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."}}