{"id":"W4386083059","doi":"10.1109/cvpr52729.2023.00452","title":"Unsupervised Volumetric Animation","year":2023,"lang":"en","type":"article","venue":"","topic":"3D Shape Modeling and Analysis","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Artificial intelligence; Animation; Estimator; Object (grammar); Segmentation; Computer graphics (images); Computer vision; Mathematics","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":[0.0005277618,0.001453903,0.001187272,0.001884204,0.0005492265,0.001667554,0.002506795,0.001247998,0.004751791],"category_scores_gemma":[0.001894785,0.001022391,0.002100399,0.001579585,0.001022302,0.001757441,0.002488579,0.001899657,0.002385899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008249761,"about_ca_system_score_gemma":0.001010263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003003018,"about_ca_topic_score_gemma":0.006641157,"domain_scores_codex":[0.9993344,0.00009483403,0.00002226127,0.0002709093,0.0002065411,0.00007102443],"domain_scores_gemma":[0.9993396,0.0001783613,0.00006066158,0.0002583104,0.000113382,0.000049672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001740518,0.0001128724,0.001582412,0.0002393144,0.000175423,0.0002248027,0.0002011848,0.4031962,0.04158128,0.03631866,0.01968828,0.4965055],"study_design_scores_gemma":[0.00001160485,0.0000227329,0.0003288979,0.00002381624,0.00001612798,0.0001709538,0.00002337469,0.9635753,0.00829953,0.01547796,0.01203056,0.00001913178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004249904,0.0001960911,0.989254,0.0001227965,0.00006032706,0.00005291722,0.0003868369,0.002719444,0.002957636],"genre_scores_gemma":[0.212432,0.001113489,0.7636304,0.0004462428,0.0001937604,0.0003070878,0.005432383,0.002201379,0.01424325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004751791,"threshold_uncertainty_score":0.01589638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603163922113444,"score_gpt":0.2062129523634181,"score_spread":0.1901813131422837,"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."}}