{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00114982,0.001107789,0.0005408399,0.0005886994,0.0003625185,0.001377249,0.002876203,0.001062223,0.0102936],"category_scores_gemma":[0.003885661,0.0006441809,0.0007425666,0.0006127164,0.0004876881,0.001503436,0.001221364,0.002010352,0.002547749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008718947,"about_ca_system_score_gemma":0.001544318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008004789,"about_ca_topic_score_gemma":0.005768185,"domain_scores_codex":[0.999548,0.0001279271,0.00004215956,0.00006799716,0.0001468429,0.00006699973],"domain_scores_gemma":[0.9985297,0.0006434412,0.00009729218,0.0002048377,0.0003737228,0.0001510081],"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":[0.0008290165,0.0002831513,0.009835089,0.0006020523,0.0003155278,0.0003524291,0.0004910524,0.8095334,0.007780126,0.02714154,0.08926383,0.05357274],"study_design_scores_gemma":[0.0002218784,0.0000514184,0.0006175112,0.0000351743,0.00002941365,0.00006594847,0.00003128618,0.9438139,0.003320138,0.004733923,0.04705112,0.00002842948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.1018879,0.001239288,0.6429915,0.001177538,0.000582784,0.0009264703,0.02557998,0.1769559,0.04865858],"genre_scores_gemma":[0.5883535,0.001478732,0.3207322,0.001022024,0.0001293076,0.001581016,0.04741563,0.02000012,0.01928758],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0102936,"threshold_uncertainty_score":0.03443551,"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."}}