{"id":"W4384306075","doi":"10.1051/0004-6361/202346419","title":"DREAM","year":2023,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; National Science Foundation; Fondation familiale Trottier; Uppsala Universitet; Universität Wien; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Physics; Exoplanet; Planet; Astrophysics; Hot Jupiter; Planetary system; Gas giant; Transit (satellite); Astronomy; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00176759,0.0008854024,0.0004762312,0.00140158,0.002463186,0.005629608,0.002240522,0.002224605,0.4114577],"category_scores_gemma":[0.00638869,0.000320908,0.000571433,0.001550157,0.001008947,0.00441363,0.005540858,0.001909896,0.2552747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011358,"about_ca_system_score_gemma":0.003345286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855965,"about_ca_topic_score_gemma":0.006967159,"domain_scores_codex":[0.998095,0.0003761009,0.0001356843,0.0005209696,0.0005956456,0.0002766933],"domain_scores_gemma":[0.9975262,0.000286137,0.0001647696,0.0005561037,0.0008862494,0.0005804559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002494952,0.00007890325,0.002362591,0.0006405719,0.00002528001,0.000484797,0.0009864053,0.0002477545,0.0008875997,0.08368854,0.6849843,0.2253637],"study_design_scores_gemma":[0.000007556352,0.000008984599,0.0004328067,0.0000941485,0.00000361899,0.0001261414,0.0002039185,0.00005399641,0.0001588218,0.003552313,0.9953516,0.000005942979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004476487,0.003230353,0.007850558,0.01279942,0.00499134,0.0003113963,0.01667393,0.003691688,0.9459749],"genre_scores_gemma":[0.04456331,0.00361635,0.009568978,0.007470476,0.001545391,0.0004147548,0.02947349,0.00197859,0.9013686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4114577,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009499949918112127,"score_gpt":0.2101773847220948,"score_spread":0.2006774348039827,"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."}}