{"id":"W4251754093","doi":"10.1029/eost2008eo52","title":"Eos, Transactions, American Geophysical Union Volume 89, Number 52, 23 December 2008","year":2008,"lang":"en","type":"article","venue":"Eos","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Resources Canada; University of Waterloo; University of Cambridge; National Science Foundation","keywords":"Volume (thermodynamics); Geology; Geophysics; Physics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003554375,0.0001384444,0.0002353416,0.00003006183,0.0001327123,0.000007564779,0.00005357028,0.00003753391,0.001832733],"category_scores_gemma":[0.000005559019,0.0001221606,0.0001455784,0.0002104731,0.0001304844,0.00009612506,0.0000107231,0.0002451718,0.001659748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007260394,"about_ca_system_score_gemma":0.00005735679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111045,"about_ca_topic_score_gemma":0.0001117398,"domain_scores_codex":[0.9990848,0.00004397223,0.0001611587,0.000211263,0.0002512394,0.0002475523],"domain_scores_gemma":[0.9994471,0.00002600268,0.00002925997,0.0002729018,0.00003821911,0.0001865106],"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":[0.0004999863,0.001824918,0.1611976,0.00005052689,0.0002286996,0.001269101,0.001041119,0.00002110527,0.003000494,0.0000643178,0.7593016,0.07150054],"study_design_scores_gemma":[0.001655251,0.0005206239,0.280213,0.00004078503,0.0001802559,0.002022473,0.0001949468,0.0007191572,0.001267913,0.00001793992,0.7128015,0.0003660856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882528,0.0001050099,0.001465161,0.00461218,0.0002022304,0.0001899304,0.00002346271,0.0001016651,0.005047558],"genre_scores_gemma":[0.9848852,0.0001404416,0.0006796168,0.002713047,0.0003825267,0.00002188144,0.00007955194,0.00002787038,0.01106987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1190155,"threshold_uncertainty_score":0.9991176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178776567302044,"score_gpt":0.2581856217292516,"score_spread":0.2463978560562312,"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."}}