{"id":"W4233117280","doi":"10.1029/eost2007eo14","title":"Eos, Transactions, American Geophysical Union Volume 88, Number 14, 3 April 2007","year":2007,"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":"Transport Canada; National Aeronautics and Space Administration","keywords":"Volume (thermodynamics); Citation; Computer science; Geophysics; Information retrieval; Geology; Library science; 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":[],"category_scores_codex":[0.0001328118,0.0001177138,0.0001909559,0.00002715687,0.0000729362,0.00001073263,0.00005481561,0.00003811501,0.001801468],"category_scores_gemma":[0.000006716562,0.0001050857,0.0001190215,0.0001916484,0.00007988289,0.000071718,0.000009080839,0.0002556583,0.0007500379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009119732,"about_ca_system_score_gemma":0.00002900658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001997665,"about_ca_topic_score_gemma":0.00006932029,"domain_scores_codex":[0.999105,0.00002493466,0.0001689016,0.0001816927,0.0002419326,0.0002775216],"domain_scores_gemma":[0.9994681,0.00003405981,0.00002936305,0.0002358966,0.00003927052,0.0001932632],"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":[0.0009530801,0.001890286,0.07534973,0.00008513326,0.0002473247,0.0008355047,0.0006235085,0.000008294375,0.005698813,0.0002980435,0.3079703,0.60604],"study_design_scores_gemma":[0.001078381,0.0004350429,0.1914462,0.00003423872,0.0001488518,0.0002676253,0.0003683298,0.0001876599,0.002131219,0.00002837005,0.8036276,0.0002465484],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580026,0.0001168302,0.01926082,0.006104028,0.0005707735,0.00027181,0.00001889811,0.0001452602,0.01550894],"genre_scores_gemma":[0.9876906,0.0000286783,0.0008427921,0.003457837,0.0006887151,0.000006442255,0.0000388482,0.00002270573,0.007223428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6057934,"threshold_uncertainty_score":0.999111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007539101545506286,"score_gpt":0.2701403543251674,"score_spread":0.2626012527796611,"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."}}