{"id":"W2013330433","doi":"10.1016/j.jfranklin.2008.04.010","title":"A multi-dimensional transfer function approach to photo-acoustic signal analysis","year":2008,"lang":"en","type":"article","venue":"Journal of the Franklin Institute","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Transfer function; Acoustics; SIGNAL (programming language); Computer science; Function (biology); Physics; Engineering; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664492,0.0007340302,0.0006421779,0.000852873,0.0003841853,0.001192701,0.001118495,0.001068462,0.00261223],"category_scores_gemma":[0.001304811,0.0004433813,0.0008836641,0.0007629931,0.000634065,0.001214098,0.0009639675,0.001136301,0.001349707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003827523,"about_ca_system_score_gemma":0.0004536082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001514489,"about_ca_topic_score_gemma":0.001481495,"domain_scores_codex":[0.9997821,0.00007010422,0.000014658,0.00003420989,0.00008343411,0.00001543426],"domain_scores_gemma":[0.9995968,0.0002080245,0.00002893222,0.00004859135,0.00009910329,0.00001852305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007986133,0.0001811709,0.0003639874,0.0002951025,0.0001361421,0.0002544017,0.0001426142,0.4861324,0.03408763,0.1438722,0.004208744,0.3302457],"study_design_scores_gemma":[0.000003054887,0.00001446996,0.00008649268,0.00000607322,0.000008691948,0.00004505302,0.000009284634,0.9786317,0.00141924,0.0180165,0.001748273,0.00001111992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00109149,0.0002844928,0.9977224,0.00006474334,0.00002715583,0.000007029697,0.00001112414,0.00006302182,0.000728454],"genre_scores_gemma":[0.1700543,0.00256642,0.811888,0.0001804546,0.0003715642,0.0002113121,0.0002042108,0.0002270934,0.0142966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00261223,"threshold_uncertainty_score":0.008738816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01755222776300307,"score_gpt":0.2057094679174901,"score_spread":0.188157240154487,"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."}}