{"id":"W4206416204","doi":"10.2172/982968","title":"EMSL Quarterly Highlights Report: 2nd Quarter, Fiscal Year 2009","year":2009,"lang":"en","type":"report","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; Biological and Environmental Research; Battelle; Gordon and Betty Moore Foundation; U.S. Department of Energy","keywords":"Quarter (Canadian coin); Fiscal year; Environmental science; Economics; Geography; Archaeology; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002139655,0.0007452729,0.0003718297,0.002167067,0.001649914,0.005718945,0.00124918,0.001651039,0.1943413],"category_scores_gemma":[0.006263651,0.0003614842,0.0002529998,0.002371974,0.0003101276,0.002084061,0.00102874,0.001347694,0.1646598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006127545,"about_ca_system_score_gemma":0.009335909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1036702,"about_ca_topic_score_gemma":0.1570246,"domain_scores_codex":[0.9979285,0.0001054582,0.00009965568,0.0001052638,0.001526807,0.0002343313],"domain_scores_gemma":[0.9959232,0.0001635489,0.0003384017,0.0001063991,0.003154303,0.0003141886],"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":[0.00002752908,0.00001617112,0.0003640025,0.00002386853,0.000001100747,0.00001473941,0.00002298564,0.0000182635,0.00005409413,0.0003241097,0.9934767,0.005656471],"study_design_scores_gemma":[0.00001298904,0.00002623947,0.004594817,0.00006225372,0.000003108251,0.00001691327,0.0002650138,0.0000530107,0.0002831234,0.0001124272,0.9945633,0.000006858219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01294622,0.002816489,0.00102153,0.04713198,0.008102928,0.0006046081,0.264875,0.003193153,0.6593081],"genre_scores_gemma":[0.01132222,0.002565489,0.0006658976,0.002420575,0.0007045697,0.0002537854,0.05197315,0.0005306912,0.9295635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1943413,"threshold_uncertainty_score":0.6501364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02066068766214522,"score_gpt":0.2734695091310969,"score_spread":0.2528088214689517,"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."}}