{"id":"W4412808389","doi":"10.5194/amt-18-3585-2025","title":"The Atmospheric Sounder Spectrometer by Infrared Spectral Technology (ASSIST): instrument design and signal processing","year":2025,"lang":"en","type":"article","venue":"Atmospheric measurement techniques","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quebec - Clinical Research Organization in Cancer; Cégep de Lévis","funders":"","keywords":"Spectrometer; Remote sensing; Infrared; Environmental science; Signal processing; Physics; Optics; Computer science; Geology; Digital signal processing; Computer hardware","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":[0.0009838673,0.0007331511,0.0004505331,0.0008784863,0.0003206652,0.0006264956,0.0006872012,0.0004389876,0.006257878],"category_scores_gemma":[0.0009753871,0.0003181575,0.0001762645,0.0008562877,0.0002515067,0.0004985514,0.0005514643,0.0006252165,0.003329919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294158,"about_ca_system_score_gemma":0.0007109938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005141099,"about_ca_topic_score_gemma":0.0006839341,"domain_scores_codex":[0.9992685,0.00009084448,0.00003390359,0.0001100133,0.0004594576,0.00003730302],"domain_scores_gemma":[0.9996032,0.00006418652,0.00004175287,0.00005136082,0.0002116036,0.00002788815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007352232,0.0001929115,0.004669826,0.000520304,0.00006115162,0.0001543003,0.0001354825,0.006956646,0.439491,0.01153227,0.04708797,0.4884629],"study_design_scores_gemma":[0.000407773,0.001381419,0.01223143,0.00008256373,0.00008322628,0.001082217,0.00006906956,0.188878,0.4471408,0.005432439,0.3430516,0.0001595666],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03459558,0.0008801052,0.932685,0.0002657808,0.0002237079,0.0007579399,0.003056761,0.01226803,0.01526709],"genre_scores_gemma":[0.1606901,0.0004197746,0.8171478,0.0002908219,0.0001637443,0.001246356,0.003797356,0.0009723066,0.01527164],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006257878,"threshold_uncertainty_score":0.02093476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241251589022541,"score_gpt":0.2223575204599189,"score_spread":0.1999450045696934,"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."}}