{"id":"W1860283938","doi":"10.1007/s10686-015-9471-0","title":"EChOSim: The Exoplanet Characterisation Observatory software simulator","year":2015,"lang":"en","type":"article","venue":"Experimental Astronomy","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Science and Technology Facilities Council","keywords":"Exoplanet; Observatory; Software; Instrumentation (computer programming); Physics; Computer science; Astronomy; Systems engineering; Aerospace engineering; Remote sensing; Planet; Operating system; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001063835,0.0002241343,0.0001921868,0.00002182633,0.0001847928,0.0000662937,0.0001972759,0.00002952551,0.0005257673],"category_scores_gemma":[0.000004510205,0.0001707384,0.00007139321,0.00005739361,0.00008388289,0.0001905648,0.00009056396,0.0001341695,0.0003050687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005609759,"about_ca_system_score_gemma":0.00005705875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002184624,"about_ca_topic_score_gemma":0.000001222572,"domain_scores_codex":[0.9989975,0.00005203485,0.0002124444,0.0002500548,0.0001991328,0.0002888371],"domain_scores_gemma":[0.9993703,0.00007855747,0.0001092429,0.0002758458,0.00003272979,0.0001333246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000032593,0.00009330139,0.9863673,0.000001466806,0.00008438138,8.64959e-7,0.001395123,0.0001620173,0.00004878679,0.0001330242,0.007812029,0.003869155],"study_design_scores_gemma":[0.001958558,0.0002354519,0.6686253,0.00001814262,0.00005954589,0.000003669483,0.009313966,0.0003275829,0.009875184,0.0001486853,0.3088385,0.0005954073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763445,0.0006480705,0.001753636,0.0001342247,0.0009300999,0.0004033023,0.00002860263,0.00008145504,0.0196761],"genre_scores_gemma":[0.9972364,4.528097e-7,0.0008690561,0.000136837,0.0009449437,0.00006785437,0.0002633935,0.00001987097,0.0004612482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177419,"threshold_uncertainty_score":0.696251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02881798249862112,"score_gpt":0.2488385984650696,"score_spread":0.2200206159664485,"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."}}