{"id":"W3106584366","doi":"10.3847/1538-3881/abcd3c","title":"WASP-107b’s Density Is Even Lower: A Case Study for the Physics of Planetary Gas Envelope Accretion and Orbital Migration","year":2021,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; Université de Montréal","funders":"National Science Foundation Graduate Research Fellowship Program","keywords":"Physics; Astrophysics; Envelope (radar); Accretion (finance); Accretion disc; Astronomy; Aerospace engineering","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":[0.0003599936,0.0001138198,0.0001604771,0.00001096073,0.0003584246,0.00008413658,0.0001576132,0.00001677354,0.0001108844],"category_scores_gemma":[0.000005483731,0.00006839132,0.0000864847,0.00005310087,0.000085951,0.0001579575,0.00005913533,0.0002356638,0.000004900786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001010053,"about_ca_system_score_gemma":0.00009969473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002637643,"about_ca_topic_score_gemma":0.00004861626,"domain_scores_codex":[0.9991995,0.00009767252,0.00024797,0.0001492084,0.0001238357,0.0001818877],"domain_scores_gemma":[0.9992884,0.000249493,0.0001561955,0.0001735154,0.0000606424,0.00007175354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002360492,0.0003085448,0.9313901,0.000004495947,0.0003492693,0.00004534966,0.002870421,0.002413314,0.001354577,0.0002378298,0.001122082,0.05966798],"study_design_scores_gemma":[0.0027673,0.001092594,0.913882,0.00003878558,0.0006331181,0.002029801,0.03201044,0.04122954,0.002854564,0.00173425,0.001307385,0.0004202325],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986772,0.00006558243,0.01207096,0.0006228341,0.0001400635,0.0002010066,0.0001087325,0.000002576489,0.00001625281],"genre_scores_gemma":[0.9983425,0.000003294491,0.001016503,0.00002023923,0.0005382291,0.000003388395,0.00003219224,0.000005242327,0.00003837958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05924775,"threshold_uncertainty_score":0.2788917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578653859756634,"score_gpt":0.2324903599857993,"score_spread":0.2167038213882329,"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."}}