{"id":"W4304175731","doi":"10.1088/1538-3873/ac9430","title":"APPLESOSS: A Producer of ProfiLEs for SOSS. Application to the NIRISS SOSS Mode","year":2022,"lang":"en","type":"article","venue":"Publications of the Astronomical Society of the Pacific","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics; McGill University; University of Victoria; Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Exoplanet; Computer science; Detector; Atmosphere (unit); Spectrograph; Environmental science; Physics; Remote sensing; Spectral line; Astronomy; Planet; Telecommunications; Geology; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001242461,0.001086729,0.000522674,0.001055813,0.0004709723,0.001049211,0.001650132,0.0008301684,0.01696683],"category_scores_gemma":[0.003933632,0.001012809,0.0009634207,0.0007306085,0.0004426124,0.001384096,0.001695269,0.00110807,0.007283307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004086023,"about_ca_system_score_gemma":0.0006116224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002548332,"about_ca_topic_score_gemma":0.003983575,"domain_scores_codex":[0.9994653,0.00006476101,0.00003522013,0.0001345145,0.0002438607,0.00005632219],"domain_scores_gemma":[0.9985184,0.0004497409,0.0001725732,0.0004061037,0.0003192367,0.0001339503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005694612,0.0008780429,0.05585726,0.001393025,0.0008738945,0.00275858,0.001763216,0.06318473,0.173113,0.01449651,0.3142878,0.3656992],"study_design_scores_gemma":[0.0009619228,0.0005093604,0.02331781,0.0001544829,0.00009242674,0.001121594,0.0003094165,0.6641029,0.1431587,0.01295023,0.1529651,0.0003560686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.07151821,0.0003060586,0.3325972,0.0003366387,0.0002607465,0.0004323114,0.02095712,0.564322,0.009269709],"genre_scores_gemma":[0.3559847,0.0002699435,0.4692289,0.000450296,0.0001161295,0.0005036801,0.0488966,0.1127844,0.01176533],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.01696683,"threshold_uncertainty_score":0.05675966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232746004441303,"score_gpt":0.2354593123649726,"score_spread":0.2231318523205596,"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."}}