{"id":"W4296849570","doi":"10.3390/math10193451","title":"A Two-Domain MATLAB Implementation for Efficient Computation of the Voigt/Complex Error Function","year":2022,"lang":"en","type":"article","venue":"Mathematics","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thoth Technology (Canada); York University","funders":"","keywords":"MATLAB; HITRAN; Computation; Computer science; Algorithm; Grid; Interpolation (computer graphics); Voigt profile; Computational science; Transfer function; Domain (mathematical analysis); Function (biology); Mathematics; Physics; Artificial intelligence; Programming language; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001932759,0.00008102072,0.0001077379,0.00002675296,0.0003360722,0.00001371769,0.0001548764,0.00001486455,0.0009627592],"category_scores_gemma":[0.000009786587,0.00006941285,0.00008577136,0.0001640921,0.00002670412,0.00001430225,0.00007736929,0.00007103018,0.000004264065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046549,"about_ca_system_score_gemma":0.00003299394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001316773,"about_ca_topic_score_gemma":0.00001256919,"domain_scores_codex":[0.9992093,0.00001679969,0.0002938125,0.0001250925,0.0002331465,0.0001218453],"domain_scores_gemma":[0.9993765,0.00008584262,0.0002480639,0.0002285393,0.00004341492,0.0000176252],"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":[0.00009169689,0.001185809,0.0003803797,0.0009950107,0.0001335145,2.522111e-7,0.008047507,0.05215784,0.7530951,0.1748929,0.00721745,0.001802515],"study_design_scores_gemma":[0.004536755,0.000199019,0.001308555,0.00005587763,0.0003895096,0.00002814029,0.05601906,0.6070623,0.1715471,0.1445264,0.01382318,0.0005041552],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8336449,0.00001233244,0.1627835,0.0003629857,0.00007906103,0.0005390708,0.0001971533,0.00005644811,0.002324643],"genre_scores_gemma":[0.9897668,1.354329e-7,0.009345273,0.00005875282,0.00003504615,0.0005006292,0.0001268399,0.00001749631,0.0001489748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.581548,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298365252342363,"score_gpt":0.3301670515169924,"score_spread":0.3003305262827561,"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."}}