{"id":"W3101580551","doi":"","title":"Four Sub-Saturns with Dissimilar Densities: Windows into Planetary Cores and Envelopes","year":2017,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Astro and Planetary Science","field":"Physics and Astronomy","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Planet; Physics; Astrophysics; Metallicity; Commensurability (mathematics); Star (game theory); Population; Stars; Geometry; Mathematics","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":[0.0002160858,0.0003048234,0.0005125019,0.0001379133,0.0009817135,0.00004476538,0.0007788448,0.0001205408,0.0005767298],"category_scores_gemma":[0.000005738107,0.0003072035,0.0001294136,0.00007279082,0.001159614,0.0002927281,0.0002883828,0.0002285728,0.0001729222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713476,"about_ca_system_score_gemma":0.0001107745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03151445,"about_ca_topic_score_gemma":0.004346309,"domain_scores_codex":[0.9985893,0.0000820146,0.0001482784,0.0004987446,0.0003226284,0.0003590503],"domain_scores_gemma":[0.998443,0.00008854867,0.0004966676,0.0006095013,0.0001262804,0.000235988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005451115,0.00004780046,0.9683706,0.00005049201,0.0002546601,0.00009653317,0.02698289,0.0001312683,0.0001868986,0.0001127807,0.0001121824,0.003108759],"study_design_scores_gemma":[0.003899677,0.0002320511,0.746929,0.0003287169,0.000349192,0.00001927294,0.2416594,0.001339447,0.0001068906,0.001377593,0.002902179,0.0008565593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919238,0.00003373056,0.003687996,0.000323262,0.00003539988,0.0002055116,0.001549746,0.00003193733,0.002208615],"genre_scores_gemma":[0.9958865,0.00003097846,0.002336775,0.000009406967,0.00004728945,3.223592e-8,0.000109404,0.000015854,0.001563776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2214416,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008396975272542071,"score_gpt":0.1642468655218237,"score_spread":0.1558498902492816,"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."}}