{"id":"W4251872944","doi":"10.1029/eost2008eo50","title":"Eos, Transactions, American Geophysical Union Volume 89, Number 50, 9 December 2008","year":2008,"lang":"en","type":"article","venue":"Eos","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration; Deutscher Akademischer Austauschdienst; Arctic Institute of North America; U.S. Navy; National Aeronautics and Space Administration; Northrop Grumman; National Science Foundation","keywords":"Volume (thermodynamics); Geophysics; Geology; Physics; Thermodynamics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006228767,0.0001656722,0.0002257142,0.00004077996,0.0002650337,0.00002657337,0.000154146,0.00003309773,0.003040535],"category_scores_gemma":[0.00000292716,0.0001484586,0.0001472579,0.0004760746,0.0001709184,0.0001037679,0.0000139565,0.0003895937,0.00213106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003094201,"about_ca_system_score_gemma":0.00009357881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458742,"about_ca_topic_score_gemma":0.00001313831,"domain_scores_codex":[0.9985507,0.0001014064,0.0001804241,0.0002934005,0.0003158564,0.000558282],"domain_scores_gemma":[0.999413,0.00005792468,0.00003162251,0.0002355266,0.00006261381,0.0001993347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001158331,0.001727101,0.1823275,0.00001365973,0.0002061624,0.00003528409,0.000407689,0.00006235441,0.01013365,0.001863224,0.2994614,0.5036461],"study_design_scores_gemma":[0.002038232,0.00160274,0.3346656,0.00002562704,0.0001062022,0.0001255731,0.0001464145,0.007542133,0.01613282,0.004750325,0.6312627,0.001601736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515239,0.00005387854,0.01809602,0.0008955243,0.00006763569,0.0001980964,0.0000185719,0.00006706617,0.02907931],"genre_scores_gemma":[0.9591423,0.00003215754,0.0005035431,0.00006027516,0.0003839138,0.00004653246,0.00003245162,0.00002409943,0.0397747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5020444,"threshold_uncertainty_score":0.9986459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008354289484827387,"score_gpt":0.2498826245715681,"score_spread":0.2415283350867407,"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."}}