{"id":"W4320558429","doi":"10.48550/arxiv.2302.04980","title":"Functionality of Ice Line Latitudinal EBM Tenacity (FILLET). Protocol Version 1.0. A CUISINES intercomparison project","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Scientific Research and Discoveries","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nuclear Safety and Security Commission; Canadian Space Agency; Goddard Space Flight Center; Planetary Science Division; National Aeronautics and Space Administration","keywords":"Climate model; Environmental science; Exoplanet; Climatology; Atmospheric sciences; Meteorology; Climate change; Planet; Geology; Physics; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003994186,0.0002740705,0.0003962375,0.0002741818,0.0001832992,0.00009299553,0.0005509452,0.0001109671,0.0006313484],"category_scores_gemma":[0.00005559163,0.0002585465,0.0003106575,0.0006575515,0.0002852587,0.0002627397,0.001215419,0.0004832242,0.0001217353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003716,"about_ca_system_score_gemma":0.0004548974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003345717,"about_ca_topic_score_gemma":0.00009849623,"domain_scores_codex":[0.998186,0.0001509423,0.0002937808,0.0008127444,0.0002239132,0.0003326115],"domain_scores_gemma":[0.9984031,0.0001358241,0.0003300322,0.0006278863,0.0003896796,0.0001134216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004111913,0.002291346,0.7557101,0.002103525,0.00118016,0.00008563408,0.0008540747,0.08665671,0.0007674642,0.06900278,0.07649017,0.0007461248],"study_design_scores_gemma":[0.01862548,0.002103227,0.2019473,0.003748672,0.001176584,0.00000307318,0.02149404,0.347284,0.01396118,0.2871634,0.09698922,0.005503782],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059208,0.000005450442,0.05098113,0.000119893,0.0007870273,0.02749761,0.001178859,0.0001930157,0.01331622],"genre_scores_gemma":[0.9907589,0.000002004516,0.0001127017,0.000003925596,0.0001953001,0.0004501093,0.0002777925,0.00001752526,0.008181741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537629,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2018868912591356,"score_gpt":0.2906450439337782,"score_spread":0.08875815267464252,"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."}}