{"id":"W4240103080","doi":"10.1029/eost2011eo14","title":"Eos, Transactions, American Geophysical Union Volume 92, Number 14, 5 April 2011","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Research Chairs; University of Utah; National Oceanic and Atmospheric Administration; National Center for Atmospheric Research","keywords":"Volume (thermodynamics); Geology; Geophysics; 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":[0.0000502027,0.0001150296,0.000190135,0.00002533589,0.00006131747,0.000006698242,0.00006490637,0.00003257097,0.005900367],"category_scores_gemma":[0.000002906698,0.00009907854,0.0001183313,0.00009136553,0.00008438573,0.00008732417,0.00001129887,0.0002089041,0.001751772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004468036,"about_ca_system_score_gemma":0.00002875773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006542129,"about_ca_topic_score_gemma":0.00005061008,"domain_scores_codex":[0.9992765,0.00003799007,0.0001338486,0.0001810726,0.000168786,0.0002018658],"domain_scores_gemma":[0.9995025,0.00001201338,0.00002869778,0.0002698986,0.00003281158,0.0001541265],"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":[0.001271403,0.00422286,0.1229498,0.0001306085,0.000493073,0.0006624909,0.003272535,0.000001615742,0.004516423,0.0007727655,0.4125429,0.4491635],"study_design_scores_gemma":[0.002316647,0.001472995,0.4756626,0.00006461067,0.0004922267,0.000472601,0.000727421,0.0003682209,0.005395084,0.0002367308,0.5121967,0.0005941709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676409,0.00009701811,0.004190855,0.00453102,0.0004823842,0.0003073326,0.00002745349,0.0001687773,0.02255422],"genre_scores_gemma":[0.9902635,0.00003736084,0.0009693679,0.001765053,0.000258987,0.00001899068,0.00002650437,0.00002245713,0.006637801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4485693,"threshold_uncertainty_score":0.9990255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704564765057637,"score_gpt":0.2471268279869271,"score_spread":0.2300811803363507,"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."}}