{"id":"W4415047698","doi":"10.1109/jmw.2025.3614556","title":"Water Hunting Advanced Terahertz Spectrometer on an Ultra-Small Platform (WHATSUP)","year":2025,"lang":"en","type":"article","venue":"IEEE Journal of Microwaves","topic":"Terahertz technology and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Microsemi (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Payload (computing); CubeSat; Solar System; Spacecraft; Spectrometer; Calibration; Scientific instrument","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":[0.0003923364,0.0003930048,0.0002867731,0.0004130965,0.0004278918,0.000472229,0.0005022094,0.0006025899,0.002656165],"category_scores_gemma":[0.0003996738,0.000191312,0.0002095652,0.0003130181,0.0002886133,0.001085665,0.0008960121,0.0005695113,0.0006515982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797884,"about_ca_system_score_gemma":0.0004642814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005833157,"about_ca_topic_score_gemma":0.001673769,"domain_scores_codex":[0.9996227,0.00002466841,0.000009631072,0.00009787644,0.0002080009,0.00003718264],"domain_scores_gemma":[0.9998536,0.00002428539,0.00002120924,0.00001944249,0.00004588546,0.00003557052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005082766,0.000118959,0.008658713,0.0002290514,0.00005192451,0.0005633282,0.0003427282,0.0006909153,0.8829938,0.005148841,0.01694997,0.08374358],"study_design_scores_gemma":[0.0002829155,0.001237849,0.02114701,0.00009255904,0.0001252831,0.002342032,0.0005525981,0.04945381,0.741645,0.00394684,0.1790207,0.000153443],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8268961,0.00239372,0.1089721,0.002695072,0.0009487487,0.0003714591,0.004261134,0.006675497,0.04678617],"genre_scores_gemma":[0.803695,0.0007041244,0.1770681,0.001255552,0.0002143985,0.0002360571,0.004064755,0.0003736108,0.01238837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002656165,"threshold_uncertainty_score":0.008885741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009055409331466471,"score_gpt":0.2291111153791229,"score_spread":0.2200557060476564,"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."}}