{"id":"W4411491548","doi":"10.3390/math13132048","title":"Efficient Application of the Voigt Functions in the Fourier Transform","year":2025,"lang":"en","type":"article","venue":"Mathematics","topic":"Numerical Methods and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thoth Technology (Canada); York University","funders":"","keywords":"Voigt profile; Rational function; Fourier transform; Computation; Mathematics; The Imaginary; Function (biology); Mathematical analysis; Fast Fourier transform; Applied mathematics; Pure mathematics; Algorithm; Physics; Quantum mechanics","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":[0.0008341455,0.0005942763,0.0006738083,0.0009025615,0.0004316381,0.001108398,0.001073638,0.0007501185,0.003151427],"category_scores_gemma":[0.002466488,0.0002910824,0.0005435155,0.0008637655,0.0007322158,0.001269186,0.0009356644,0.0009851125,0.001807116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005240351,"about_ca_system_score_gemma":0.0006610687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484049,"about_ca_topic_score_gemma":0.001534608,"domain_scores_codex":[0.9994901,0.0001064676,0.00002044437,0.00003967663,0.0002874587,0.00005569189],"domain_scores_gemma":[0.9995356,0.0002639212,0.00002490025,0.00008564012,0.00007259531,0.00001740137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002034084,0.0001200358,0.000696059,0.0003656468,0.00005130432,0.0003389728,0.0003679503,0.212889,0.04743906,0.397494,0.003813679,0.3362207],"study_design_scores_gemma":[0.00002016304,0.00002948768,0.0001468702,0.00002982258,0.00001046738,0.0001472806,0.00003863689,0.9409226,0.01305538,0.03571944,0.0098583,0.00002152246],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.008936031,0.000257689,0.9855538,0.0000729372,0.00006314657,0.00002517392,0.00002552919,0.0004159165,0.004649719],"genre_scores_gemma":[0.209941,0.0006766978,0.7811404,0.0000865149,0.0000699274,0.0001092766,0.0001363265,0.0004574782,0.00738237],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003151427,"threshold_uncertainty_score":0.01054251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166400438417091,"score_gpt":0.2757056922076243,"score_spread":0.2640416878234534,"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."}}