{"id":"W2899343895","doi":"10.1364/fts.2018.fw3b.2","title":"Simulating the Retrieval of Astronomical Spectra from the SPICA SAFARI Post Dispersed Fourier Transform Spectrometer","year":2018,"lang":"en","type":"article","venue":"","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Spica; Fourier transform; Spectrometer; Fourier transform infrared spectroscopy; Optics; Fourier transform spectroscopy; Detector; Physics; Spectral line; Diffraction; Multiplex; Spectroscopy; Grating; Diffraction grating; Computer science; Materials science; Astronomy","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":[0.0003958496,0.0003497989,0.0003067878,0.0002189035,0.0003626354,0.0005502633,0.0009722692,0.0008331323,0.002995583],"category_scores_gemma":[0.001336309,0.000235152,0.0003957977,0.0004013094,0.0002922303,0.0007220023,0.0002440927,0.0008031739,0.000463224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004167,"about_ca_system_score_gemma":0.001042654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02042322,"about_ca_topic_score_gemma":0.01831609,"domain_scores_codex":[0.9999044,0.00001932157,0.000004000593,0.00001638345,0.00003946321,0.00001641819],"domain_scores_gemma":[0.9997041,0.0001203871,0.00002529007,0.00003470041,0.00008930268,0.00002631136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001817458,0.00010513,0.00807639,0.0001244307,0.00004571003,0.0001384501,0.0001268386,0.9593839,0.01307712,0.006629512,0.002303689,0.009806968],"study_design_scores_gemma":[0.00004071669,0.00004227511,0.001587241,0.000007052897,0.00001098248,0.00003500057,0.00002314796,0.9914215,0.003968725,0.001337705,0.001514134,0.00001155905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644323,0.0006781387,0.1980665,0.0009950977,0.0003824808,0.0002607324,0.003371616,0.003447814,0.02836531],"genre_scores_gemma":[0.9325862,0.000311783,0.06049299,0.000142038,0.00004437252,0.00009247605,0.001551197,0.0003407478,0.004438207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02042322,"threshold_uncertainty_score":0.0406087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00769822838129592,"score_gpt":0.2127382163379362,"score_spread":0.2050399879566403,"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."}}