{"id":"W2148848444","doi":"10.1051/0004-6361:20040106","title":"Atmospheric escape from hot Jupiters","year":2004,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":270,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Hot Jupiter; Planet; Atmospheric escape; Atmosphere (unit); Astrophysics; Physics; Astrobiology; Giant planet; Planetary system; Exoplanet; Astronomy; Atmospheric sciences; Meteorology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000278482,0.0003014454,0.0003109049,0.000009858273,0.0002318491,0.00008438119,0.0001419725,0.00003306429,0.0002400656],"category_scores_gemma":[0.000001277126,0.0002897442,0.0001122245,0.0001047691,0.0001138235,0.00019971,0.00008349312,0.0001937376,0.0001331778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001916442,"about_ca_system_score_gemma":0.0000410306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007433952,"about_ca_topic_score_gemma":0.000004010145,"domain_scores_codex":[0.9988555,0.00002029957,0.0002109086,0.0003874412,0.0001358938,0.0003900146],"domain_scores_gemma":[0.9994141,0.00005842568,0.0001098122,0.0002499159,0.00002853319,0.0001391632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006818856,0.0001599456,0.6809589,0.000005023113,0.0003765039,0.000003881627,0.0006548629,0.001134651,0.0000960291,0.003059968,0.000241402,0.3132407],"study_design_scores_gemma":[0.004032762,0.0003678947,0.9119238,0.00008052072,0.0003671459,0.000002490171,0.002362539,0.0001193496,0.001771058,0.009172385,0.06872094,0.001079107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7943217,0.0002322217,0.1936619,0.0001637835,0.0003382608,0.0001735657,0.00005366051,0.00005562874,0.01099936],"genre_scores_gemma":[0.9459227,0.000007467782,0.05288745,0.0000552648,0.0008404602,0.00001327273,0.0001577925,0.00002403016,0.00009150625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3121616,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005618714052958561,"score_gpt":0.184368332670708,"score_spread":0.1787496186177495,"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."}}