{"id":"W1562639426","doi":"","title":"Simultaneous Computation of Defocus Blur and Apparent Shifts in Spatial Domain","year":2002,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Image Processing Techniques and Applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computation; Computer science; Domain (mathematical analysis); Computer vision; Artificial intelligence; Computer graphics (images); Algorithm; Mathematics; Mathematical analysis","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":[0.0002272745,0.0004878052,0.0003715294,0.0005375263,0.0001729137,0.0006749138,0.0002710388,0.0004379164,0.002162136],"category_scores_gemma":[0.001395495,0.0003153542,0.0002546731,0.0005100787,0.0001999431,0.001116577,0.0006352791,0.0003901623,0.0003936998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001740489,"about_ca_system_score_gemma":0.0003175482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006872775,"about_ca_topic_score_gemma":0.001682846,"domain_scores_codex":[0.9998668,0.00001440063,0.000005703611,0.00002150596,0.00007158172,0.0000199072],"domain_scores_gemma":[0.9994447,0.0002336645,0.00004614595,0.0000742135,0.0001471577,0.00005424043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001477039,0.0000718513,0.002598232,0.000281753,0.00007364218,0.0003052238,0.000203872,0.03637051,0.6096838,0.005807814,0.0008112143,0.3423151],"study_design_scores_gemma":[0.00007582862,0.0002705468,0.008731325,0.00002318609,0.00006682885,0.0008659137,0.000147106,0.7121919,0.2666414,0.006722021,0.004215335,0.00004854883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2451238,0.0006205186,0.7503607,0.0001638883,0.00006199741,0.00002344461,0.0001313324,0.0007082106,0.002806097],"genre_scores_gemma":[0.6461945,0.0006376451,0.3487164,0.00004750845,0.00004873807,0.00002136393,0.0002173053,0.0001512629,0.003965239],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002162136,"threshold_uncertainty_score":0.007233024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009229610791110432,"score_gpt":0.2191753690235431,"score_spread":0.2099457582324326,"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."}}