{"id":"W4417025168","doi":"10.1117/1.jatis.11.4.046001","title":"Bright region reset: an on-detector strategy for minimizing the impacts of atmospheric emission lines on spectral observations","year":2025,"lang":"","type":"article","venue":"Journal of Astronomical Telescopes Instruments and Systems","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics; University of Victoria","funders":"","keywords":"Spectrograph; Sky; Night sky; Observatory; Telescope; Detector; Emission spectrum; Spectral line","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006486718,0.0006683421,0.0006395251,0.0008428254,0.0004514778,0.0006863912,0.002887172,0.0005491705,0.003225632],"category_scores_gemma":[0.001696238,0.0004759495,0.0003815583,0.000391359,0.0003062349,0.0009570144,0.001407509,0.0005951886,0.0008822361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514024,"about_ca_system_score_gemma":0.0005507405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173816,"about_ca_topic_score_gemma":0.003198422,"domain_scores_codex":[0.9994687,0.00006426081,0.00003282553,0.0001533788,0.0001833024,0.00009745001],"domain_scores_gemma":[0.9985287,0.0002041962,0.0002948157,0.0006106354,0.0002133724,0.0001481392],"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":[0.0008511432,0.0006199281,0.01578232,0.0001901439,0.0001440752,0.0005860341,0.0006157954,0.004600142,0.6528597,0.001290651,0.003853125,0.318607],"study_design_scores_gemma":[0.0002098223,0.001956916,0.04120008,0.00005197623,0.0002340987,0.001601206,0.0004205057,0.09922232,0.8293179,0.001410469,0.02420544,0.0001693852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5463272,0.0006487526,0.4262877,0.0002733606,0.0001760436,0.000311415,0.0003834798,0.02026901,0.005322985],"genre_scores_gemma":[0.7664428,0.0001454268,0.226611,0.0003963881,0.00007129922,0.0001579263,0.0005951552,0.001183513,0.004396511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003225632,"threshold_uncertainty_score":0.01079077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0440118994393223,"score_gpt":0.3206745130487184,"score_spread":0.2766626136093961,"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."}}