{"id":"W2092853976","doi":"10.1007/s10686-013-9330-9","title":"Integral wide-field spectroscopy in astronomy: the Imaging FTS solution","year":2013,"lang":"en","type":"article","venue":"Experimental Astronomy","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"ABB (Canada); Université Laval; Centre for Research in Astrophysics of Québec","funders":"","keywords":"Spectroscopy; Physics; Optics; Astronomy; Field (mathematics); X-ray astronomy; Remote sensing; Geology","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":[0.001355784,0.0008148196,0.0007132167,0.0007136397,0.0004149546,0.0017593,0.001279916,0.001448879,0.002740065],"category_scores_gemma":[0.002553492,0.0003868004,0.0004996358,0.001090768,0.000862047,0.003054776,0.001903248,0.002330518,0.001104872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873975,"about_ca_system_score_gemma":0.002195355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228997,"about_ca_topic_score_gemma":0.001526012,"domain_scores_codex":[0.9995798,0.00007572125,0.00001212836,0.0001262864,0.0001483053,0.00005760206],"domain_scores_gemma":[0.9994413,0.0001165355,0.00006929637,0.0001765582,0.000123244,0.00007299177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005060387,0.0001853867,0.003954465,0.0003109695,0.0001147178,0.0001158202,0.0001403486,0.03474618,0.03836894,0.2599065,0.0104562,0.6511945],"study_design_scores_gemma":[0.0001302435,0.0002514962,0.006305881,0.0001170904,0.0001140537,0.0006189197,0.0001774901,0.4957234,0.03003554,0.3863967,0.08001669,0.0001124555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04466387,0.006506253,0.9212211,0.004629613,0.0006238609,0.00007857378,0.0007324144,0.001444435,0.02009998],"genre_scores_gemma":[0.3093645,0.005427721,0.6680638,0.0006866273,0.00117792,0.00006752814,0.001121266,0.0002661055,0.01382451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002740065,"threshold_uncertainty_score":0.00916642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006757930689639695,"score_gpt":0.2737733293945825,"score_spread":0.2670153987049428,"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."}}