{"id":"W2299076890","doi":"","title":"Accélération d'une approche régularisée de reconstruction en tomographie à rayons X avec réduction des artéfacts métalliques","year":2009,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Advanced X-ray and CT Imaging","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Physics; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008660412,0.0007446442,0.0005820729,0.0008250438,0.0005675924,0.0003675258,0.0004020309,0.0008570144,0.00007177082],"category_scores_gemma":[0.0002634848,0.00093278,0.0003544782,0.00148679,0.0003042827,0.002319328,0.00006793192,0.001283434,0.00003680921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741669,"about_ca_system_score_gemma":0.0002184217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003399879,"about_ca_topic_score_gemma":0.002190127,"domain_scores_codex":[0.9963735,0.0002897485,0.0008414924,0.0006998904,0.0003627428,0.001432633],"domain_scores_gemma":[0.9981104,0.0001228614,0.0002929755,0.0007613278,0.0002065952,0.0005058969],"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":[0.0001359229,0.0003669898,0.003668739,0.0002415685,0.00016924,0.0000888772,0.005023962,0.0885453,0.1208309,0.02347824,0.001145028,0.7563053],"study_design_scores_gemma":[0.001523011,0.0006670855,0.07747894,0.00125007,0.0004709373,0.003784692,0.002424421,0.3552362,0.3236109,0.2197724,0.01124702,0.002534262],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2166036,0.007613923,0.76314,0.008284446,0.0005862848,0.0007519347,0.00002855971,0.001702094,0.0012891],"genre_scores_gemma":[0.595017,0.005137091,0.3967916,0.000563287,0.0007431536,0.0002048521,0.00006655294,0.0001227901,0.001353668],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.753771,"threshold_uncertainty_score":0.9993123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007614076305565391,"score_gpt":0.2238462646805114,"score_spread":0.216232188374946,"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."}}