{"id":"W1968474730","doi":"10.1007/s10686-013-9367-9","title":"Herschel SPIRE FTS spectral mapping calibration","year":2014,"lang":"en","type":"article","venue":"Experimental Astronomy","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lethbridge College; University of Lethbridge","funders":"","keywords":"Spire (mollusc); Calibration; Repeatability; Sampling (signal processing); Interferometry; Standard deviation; Scale (ratio); Fourier transform; Line (geometry)","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":[0.00007101801,0.0001686833,0.0001608545,0.00005896825,0.000130057,0.00004444315,0.0001488285,0.00004044407,0.0009703996],"category_scores_gemma":[0.000001569755,0.0001744535,0.00008699422,0.00008840962,0.00006469925,0.0002842648,0.00006374542,0.0001544588,0.0001442307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499365,"about_ca_system_score_gemma":0.0000174115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002097848,"about_ca_topic_score_gemma":0.000001175458,"domain_scores_codex":[0.9991292,0.00003349333,0.0001795394,0.0002788199,0.00008132024,0.0002975629],"domain_scores_gemma":[0.9996246,0.00001543212,0.00005574233,0.0002222494,0.000009937998,0.00007207352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000104403,0.0006232219,0.4213476,0.00001228516,0.000178679,0.00000172482,0.002942559,0.00007703107,0.2768427,0.1412059,0.001496062,0.1552618],"study_design_scores_gemma":[0.001236998,0.0001739549,0.00102787,0.00002474314,0.00001178213,0.000003843766,0.04535643,0.0007533015,0.8503062,0.0012457,0.09935219,0.0005070367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9430029,0.00009091781,0.03578163,0.0001538561,0.0002582776,0.0001224338,0.000002747852,0.00014558,0.02044171],"genre_scores_gemma":[0.9893592,6.879949e-8,0.009634623,0.00005081139,0.0006386756,0.00004610435,0.0000402491,0.00002078148,0.0002094884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5734635,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013442522633162,"score_gpt":0.2451945681703956,"score_spread":0.2317520455372336,"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."}}