{"id":"W2730419140","doi":"","title":"Precision of imaging algorithm based on ToF estimation of guided waves : experimental assessment","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Algorithm; Estimation; Artificial intelligence; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001640498,0.000249545,0.0003934747,0.0001607066,0.00008393954,0.00006561546,0.0005923415,0.0001025541,0.00005972405],"category_scores_gemma":[0.0003757927,0.0002508566,0.000153887,0.0001788384,0.0002543744,0.00009032346,0.0008344119,0.0003499866,0.000002918133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001327621,"about_ca_system_score_gemma":0.0002075283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003422134,"about_ca_topic_score_gemma":0.000003749541,"domain_scores_codex":[0.9974195,0.0009230995,0.0005617777,0.0004542173,0.0004497733,0.0001916444],"domain_scores_gemma":[0.995748,0.0007509017,0.0006963842,0.001448967,0.001285165,0.00007062401],"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":[0.00002476139,0.002395295,0.002172476,0.0001045364,0.00009017321,0.000001591984,0.001764297,0.03544728,0.01602216,0.09588542,0.0006960643,0.8453959],"study_design_scores_gemma":[0.0003584407,9.753176e-7,0.0003711323,0.00100373,0.0000183487,2.316346e-7,0.0001513957,0.5922874,0.3871669,0.01837308,0.0001002996,0.0001680261],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0756383,0.0001073729,0.9003975,0.001035494,0.0001107148,0.0003915812,0.00009090147,0.0001187401,0.02210942],"genre_scores_gemma":[0.5868658,0.000002597677,0.4127419,0.000004683563,0.00000568785,0.00001649286,0.0002272954,0.00001672384,0.0001187487],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8452279,"threshold_uncertainty_score":0.9999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785738050403501,"score_gpt":0.2968368759003835,"score_spread":0.2789794953963485,"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."}}