{"id":"W4286611260","doi":"10.1145/3528223.3530106","title":"Sketch2Pose","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Human Motion and Animation","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Bitmap; Computer science; Character (mathematics); Sketch; Code (set theory); Key (lock); Artificial intelligence; Process (computing); Computer graphics (images); Software; Computer vision; Programming language; Algorithm","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007177524,0.002813872,0.001147801,0.001649974,0.0006752905,0.003282036,0.003060296,0.001483284,0.1806013],"category_scores_gemma":[0.004581543,0.001395516,0.002025017,0.001241694,0.0006141572,0.00275964,0.004368478,0.001831899,0.05431788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006086485,"about_ca_system_score_gemma":0.000601947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001959877,"about_ca_topic_score_gemma":0.005244356,"domain_scores_codex":[0.9991081,0.00009269205,0.00005806098,0.0002323044,0.0004281845,0.00008061092],"domain_scores_gemma":[0.9988765,0.0002850858,0.000055793,0.0005018727,0.0001914083,0.00008928357],"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":[0.0009586075,0.0001699767,0.002383243,0.002055464,0.0002998876,0.0005307117,0.0005938034,0.02625438,0.03454164,0.03200494,0.2642275,0.6359798],"study_design_scores_gemma":[0.0002839016,0.0002271537,0.002186161,0.0002065057,0.00009042816,0.001637124,0.0002524562,0.2276378,0.05659895,0.02620065,0.6844684,0.0002104353],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005878123,0.000996092,0.7153686,0.0002749401,0.0004715007,0.0004641124,0.01081231,0.2198723,0.045862],"genre_scores_gemma":[0.1607274,0.002163523,0.6343534,0.000782908,0.0001735997,0.0009660062,0.04558389,0.0812118,0.07403761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1806013,"threshold_uncertainty_score":0.6041714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699147310995826,"score_gpt":0.2159524684977188,"score_spread":0.1989609953877605,"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."}}