{"id":"W3021431164","doi":"10.1117/1.jatis.7.3.034004","title":"Galaxy Evolution Probe","year":2021,"lang":"en","type":"article","venue":"Journal of Astronomical Telescopes Instruments and Systems","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Astrophysics Division; California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration","keywords":"Supermassive black hole; Astrophysics; Galaxy; Physics; Galaxy formation and evolution; COSMIC cancer database; Astronomy; Star formation; Key (lock); Computer science","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":[0.0002511865,0.0001736758,0.0004321052,0.0000706977,0.0001147146,0.0001882482,0.000173229,0.00004043642,0.0001654298],"category_scores_gemma":[0.00001306569,0.0001413507,0.0001677577,0.0001036153,0.0001018643,0.0003607477,0.0001229734,0.0003657287,0.00002018994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008515817,"about_ca_system_score_gemma":0.0002865068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002956842,"about_ca_topic_score_gemma":2.531338e-7,"domain_scores_codex":[0.9984024,0.0001256564,0.0006254872,0.0002062121,0.0002917846,0.0003485258],"domain_scores_gemma":[0.9989909,0.00004558237,0.0003323932,0.0001562007,0.0001981734,0.0002767596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001693474,0.0005397127,0.5338423,0.00003890723,0.0006219045,0.00001172055,0.00009966004,0.0004645743,0.01006166,0.03758317,0.0007353091,0.4158317],"study_design_scores_gemma":[0.02529168,0.004893439,0.6940663,0.003379349,0.0007604368,0.0003877488,0.02689073,0.01118052,0.08838531,0.01095732,0.1304769,0.003330257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934322,0.0001781107,0.1045817,0.00009216737,0.0003807341,0.0001203273,0.00001837513,0.000004734868,0.001191652],"genre_scores_gemma":[0.9944273,0.000002823447,0.004145305,0.000003525165,0.000997684,0.000005707685,0.000006625954,0.00001387579,0.0003971696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4125015,"threshold_uncertainty_score":0.5764112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01160981962434963,"score_gpt":0.2571505645238165,"score_spread":0.2455407448994668,"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."}}