{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005525932,0.0005751591,0.0003606987,0.0007056258,0.0004247605,0.00156964,0.001380451,0.0009617506,0.008860787],"category_scores_gemma":[0.003735683,0.0003595035,0.0003156568,0.0008723617,0.0006746816,0.001305536,0.001540549,0.001825576,0.003294755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000567054,"about_ca_system_score_gemma":0.000715823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454906,"about_ca_topic_score_gemma":0.00184631,"domain_scores_codex":[0.9991606,0.00006391626,0.00003690951,0.00007601777,0.0006023658,0.00006013983],"domain_scores_gemma":[0.9989367,0.0002441759,0.00004273289,0.0002995445,0.0004144862,0.00006231007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005134339,0.0001636342,0.001353623,0.0003969834,0.00004536788,0.0003634763,0.0003740092,0.06250564,0.1159433,0.09633843,0.04968534,0.6723168],"study_design_scores_gemma":[0.00008468693,0.0001030113,0.0004223866,0.00006250863,0.00001205166,0.0003805038,0.00006753801,0.8295681,0.07739653,0.03099014,0.06088508,0.00002752856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01207042,0.0002976368,0.9719573,0.0005504506,0.0001667842,0.0001288972,0.0002005798,0.005542875,0.009084944],"genre_scores_gemma":[0.1206064,0.000467502,0.8669314,0.0004456277,0.0001688219,0.0002159635,0.0007732823,0.001660129,0.008730886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008860787,"threshold_uncertainty_score":0.02964234,"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."}}