{"id":"W4281731963","doi":"10.48550/arxiv.2205.12972","title":"The JWST Early Release Science Program for the Direct Imaging &amp; Spectroscopy of Exoplanetary Systems","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Herzberg Institute of Astrophysics; Western University","funders":"","keywords":"Spectroscopy; Direct imaging; Chemistry; Astrobiology; Nanotechnology; Physics; Materials science; Astronomy; Optics","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":[0.000549266,0.0002453354,0.0002780402,0.00008747006,0.001233771,0.0002641884,0.001674026,0.00002652722,0.00006910329],"category_scores_gemma":[0.00001987119,0.0001777483,0.0002869976,0.0004708953,0.0009674704,0.0001375056,0.001166025,0.0007133011,0.00001295269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001176962,"about_ca_system_score_gemma":0.0005150654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626024,"about_ca_topic_score_gemma":0.000006363951,"domain_scores_codex":[0.9981916,0.0001222912,0.0002048746,0.0006662689,0.0002167451,0.0005982174],"domain_scores_gemma":[0.9978707,0.0005926436,0.000281987,0.0009487754,0.0001652611,0.0001406471],"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":[0.001192796,0.001245209,0.2221418,0.000222633,0.001281654,0.00003052258,0.000528982,0.4312669,0.001593555,0.269798,0.001877616,0.06882039],"study_design_scores_gemma":[0.00332583,0.001005542,0.04161147,0.0004731681,0.001324745,0.00000174673,0.009399463,0.8108455,0.004552285,0.01959382,0.1053734,0.002493039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8388351,0.0003232603,0.1469138,0.0001677494,0.000846784,0.003289562,0.0005428793,0.0000962847,0.008984631],"genre_scores_gemma":[0.9978973,0.00001588723,0.0001862699,0.000002535798,0.0002688931,0.00004519734,0.00005918087,0.00001988817,0.001504827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3795786,"threshold_uncertainty_score":0.9489294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04244181763901003,"score_gpt":0.2340508258241131,"score_spread":0.191609008185103,"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."}}