{"id":"W4392584045","doi":"10.5194/egusphere-egu24-6826","title":"The CUISINES 2024 menu: Updates and progress on a large exoplanet model intercomparison framework","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Exoplanet; Computer science; Environmental science; Data science; Astrobiology; Physics; Astronomy; Planet","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":[0.03517782,0.003612399,0.002285862,0.005335618,0.001930321,0.008055069,0.01158285,0.003509687,0.09361845],"category_scores_gemma":[0.05657758,0.002758112,0.003322158,0.004003855,0.001283456,0.0128599,0.01219425,0.006597162,0.04658008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003320603,"about_ca_system_score_gemma":0.007143273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02873038,"about_ca_topic_score_gemma":0.02108719,"domain_scores_codex":[0.9927644,0.001895803,0.0006158563,0.0009481129,0.003203156,0.0005726038],"domain_scores_gemma":[0.9728568,0.00607119,0.001047904,0.009273652,0.007683752,0.003066784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004894995,0.0001632826,0.002386822,0.0005556897,0.0001831956,0.0002330024,0.000430201,0.01400058,0.001732675,0.02142011,0.8801166,0.07828842],"study_design_scores_gemma":[0.0002310486,0.00005945867,0.001092578,0.000369813,0.00004651768,0.00009603646,0.00008799457,0.01696555,0.001499916,0.01374958,0.9656438,0.0001578627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"empirical","genre_scores_codex":[0.004696362,0.001948435,0.3789396,0.00553751,0.004219657,0.0009844049,0.1051295,0.4460266,0.05251787],"genre_scores_gemma":[0.0240535,0.001687321,0.3727015,0.00257757,0.001681846,0.002135833,0.3361214,0.2345266,0.02451438],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09361845,"threshold_uncertainty_score":0.3131849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677814361550456,"score_gpt":0.2811906831831684,"score_spread":0.2644125395676639,"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."}}