{"id":"W2788551775","doi":"10.3847/2041-8213/aabcc8","title":"Increased Heat Transport in Ultra-hot Jupiter Atmospheres through H<sub>2</sub> Dissociation and Recombination","year":2018,"lang":"en","type":"article","venue":"The Astrophysical Journal Letters","topic":"Astrophysics and Star Formation Studies","field":"Physics and Astronomy","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hot Jupiter; Exoplanet; Planet; Dissociation (chemistry); Hydrogen; Gas giant; Recombination; Stellar atmosphere","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":[0.00009042065,0.0002439398,0.0001899681,0.000169503,0.0003491742,0.0004917211,0.0002664611,0.0003637138,0.001679109],"category_scores_gemma":[0.0001657683,0.0001996309,0.0002259106,0.00009003031,0.0003222048,0.0004883743,0.0004098774,0.0003293869,0.0001471516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003868966,"about_ca_system_score_gemma":0.0000893738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006254,"about_ca_topic_score_gemma":0.001014358,"domain_scores_codex":[0.9999468,0.000007214963,0.000002158052,0.00001809597,0.000007921495,0.00001781122],"domain_scores_gemma":[0.9999144,0.00002118168,0.00002674721,0.000009990748,0.00001069991,0.00001692871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005060927,0.0001000373,0.06815702,0.00008742185,0.0001045934,0.0005644074,0.0002012065,0.01070871,0.9121507,0.001852109,0.0004965486,0.005071086],"study_design_scores_gemma":[0.0001710174,0.0007205338,0.6036344,0.00001735481,0.0001153259,0.0006973534,0.0006442051,0.1104429,0.2768767,0.003335523,0.00329119,0.00005355757],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990803,0.00009842513,0.0003872768,0.00003961729,0.000004908859,0.000002113609,0.00002871843,0.00002506964,0.0003336291],"genre_scores_gemma":[0.9996014,0.00003018809,0.0001176307,0.00001068071,0.00000321507,0.00000139417,0.0000320098,0.000005713855,0.0001977098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002006254,"threshold_uncertainty_score":0.005617201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006552952108004477,"score_gpt":0.2160496324049972,"score_spread":0.2094966802969928,"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."}}