{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017374,0.000553578,0.0005191663,0.001170344,0.0008628207,0.001401887,0.001381171,0.001039139,0.09521951],"category_scores_gemma":[0.001966261,0.0002708397,0.000329401,0.001346965,0.0003022083,0.00158181,0.002088552,0.0009313865,0.04858396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008188581,"about_ca_system_score_gemma":0.0007936678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206312,"about_ca_topic_score_gemma":0.002564947,"domain_scores_codex":[0.9991417,0.0001010248,0.00002492298,0.0002675315,0.0003231056,0.0001416977],"domain_scores_gemma":[0.9989645,0.0001772958,0.00006165456,0.0002952642,0.0003440635,0.0001572076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006094805,0.0001999098,0.01850756,0.0004187413,0.00005830139,0.0003146832,0.0004806131,0.0005642679,0.02434043,0.04225778,0.4748897,0.4373584],"study_design_scores_gemma":[0.0000453886,0.0001028384,0.007552495,0.00003727189,0.0000185547,0.0003466624,0.0000919252,0.001050909,0.009017124,0.003440415,0.9782711,0.00002537462],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04612319,0.004957987,0.09735049,0.005683716,0.00150697,0.001657538,0.1242922,0.03244116,0.6859868],"genre_scores_gemma":[0.2143433,0.003488907,0.1094832,0.007647473,0.0007488197,0.002656372,0.1670945,0.002936009,0.4916014],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09521951,"threshold_uncertainty_score":0.318541,"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."}}