{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006501214,0.001941287,0.001367368,0.001965801,0.0009843722,0.002764477,0.00401811,0.001619863,0.4302755],"category_scores_gemma":[0.01411122,0.001549889,0.001305872,0.001335402,0.0006158043,0.004094654,0.005273844,0.002293299,0.2681958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001167304,"about_ca_system_score_gemma":0.001694662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007905129,"about_ca_topic_score_gemma":0.005515691,"domain_scores_codex":[0.9981217,0.0004090095,0.0002252818,0.0003865978,0.0005598028,0.0002976636],"domain_scores_gemma":[0.994976,0.001301751,0.0002563551,0.001704947,0.00119291,0.0005680702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007510267,0.00005322895,0.001588662,0.0005277321,0.00004223058,0.00008211211,0.0001649665,0.001193382,0.001234029,0.002959982,0.9662725,0.02513009],"study_design_scores_gemma":[0.0008205791,0.0001195638,0.004472519,0.0005788772,0.0000449791,0.0001169393,0.000145778,0.01047359,0.006131332,0.01419678,0.9627239,0.0001751857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.002146129,0.0001384192,0.03940321,0.0008424303,0.0004313588,0.001529313,0.6125724,0.2970201,0.04591673],"genre_scores_gemma":[0.01870133,0.0001843116,0.03129062,0.001500583,0.0001545023,0.007290234,0.7854521,0.1296391,0.02578726],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.4302755,"threshold_uncertainty_score":0.8126428,"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."}}