{"id":"W7097803369","doi":"","title":"IntheEighthIEEEInternationalConferenceonComputerVision,July9–12,2001,Vancouver,Canada. RegionExtraction fromMultipleImages","year":2008,"lang":"en","type":"article","venue":"","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boundary (topology); Optical flow; Energy (signal processing); Minification; Energy flow; Cut; Balanced flow; Image (mathematics); Energy functional","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002949355,0.00329172,0.002371588,0.00235879,0.001537438,0.00418883,0.002791566,0.00320552,0.3337958],"category_scores_gemma":[0.004096031,0.0008266542,0.0008243788,0.002678726,0.001878544,0.003397386,0.003398409,0.003503377,0.1003144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374049,"about_ca_system_score_gemma":0.003197469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03217484,"about_ca_topic_score_gemma":0.06513313,"domain_scores_codex":[0.9979273,0.0003717362,0.0001230695,0.0005334395,0.0005764806,0.0004678343],"domain_scores_gemma":[0.9961338,0.001270809,0.0000863614,0.0006858504,0.001374045,0.0004491894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005257405,0.0003077789,0.001354138,0.0006371108,0.00008705319,0.0003006718,0.0003490896,0.002146222,0.004373192,0.007807653,0.2941858,0.6879256],"study_design_scores_gemma":[0.0001222433,0.0001751509,0.003145368,0.0005705102,0.00008655543,0.0005688174,0.0004192914,0.02143561,0.006238468,0.009666217,0.957476,0.00009576456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03332054,0.08809624,0.5117913,0.01725509,0.02658993,0.0009976923,0.005677791,0.01217798,0.3040934],"genre_scores_gemma":[0.02790636,0.0261825,0.1240091,0.001168571,0.001270782,0.0003229308,0.005753228,0.001587612,0.8117989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3337958,"threshold_uncertainty_score":0.9502594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349012489589817,"score_gpt":0.2465202269709446,"score_spread":0.2130301020750464,"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."}}