{"id":"W4214664234","doi":"10.1029/eost2011eo19","title":"Eos, Transactions, American Geophysical Union Volume 92, Number 19, 10 May 2011","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Diverse Approaches in Healthcare and Education Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Los Alamos National Laboratory; Office of Naval Research; Division of Ocean Sciences; University of British Columbia; Chinese Academy of Sciences; Japan Aerospace Exploration Agency; U.S. Department of Defense; Appalachian State University; California Institute of Technology; National Aeronautics and Space Administration; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Volume (thermodynamics); Citation; Computer science; Geophysics; Library science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001656757,0.0009017478,0.0008248035,0.002815341,0.001415604,0.004538326,0.0007156115,0.001667242,0.08296951],"category_scores_gemma":[0.003504466,0.0004244102,0.0004952378,0.004084241,0.001480629,0.002521873,0.002202162,0.00244239,0.02100704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845047,"about_ca_system_score_gemma":0.003926503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02043017,"about_ca_topic_score_gemma":0.0466692,"domain_scores_codex":[0.9991159,0.00009842742,0.00008558555,0.00006813773,0.0005508958,0.00008110306],"domain_scores_gemma":[0.9983495,0.0001432961,0.00008462367,0.000279907,0.001013863,0.0001288081],"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":[0.0002821796,0.00006120729,0.00543386,0.0003998462,0.00007917066,0.0001789718,0.0001254838,0.0020888,0.001742417,0.006316209,0.85897,0.124322],"study_design_scores_gemma":[0.00003415695,0.00002357568,0.01077036,0.0001847637,0.00003901018,0.00011808,0.000537965,0.001413667,0.0009692652,0.00426497,0.9816227,0.00002146781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03024847,0.01801364,0.01181439,0.03225065,0.08882757,0.0001827685,0.02712761,0.002324904,0.78921],"genre_scores_gemma":[0.1805031,0.02240464,0.01235804,0.003157755,0.006489997,0.0001304675,0.02462772,0.001838064,0.7484902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08296951,"threshold_uncertainty_score":0.2775607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09213153175811972,"score_gpt":0.3334395857873425,"score_spread":0.2413080540292227,"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."}}