{"id":"W4255657571","doi":"10.1017/s1431927611012475","title":"MAM volume 17 issue Cover and Front matter","year":2011,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Sandia National Laboratories; Fermilab; Lawrence Livermore National Laboratory; Core Research for Evolutional Science and Technology; Office National d'études et de Recherches Aérospatiales; University of Illinois at Urbana-Champaign; Brookhaven National Laboratory; Division of Materials Research; Centre National de la Recherche Scientifique; Akademie Věd České Republiky; Portland State University; University of Alberta; University of Toronto; Université Paris-Sud; Kyungsung University; University of Cambridge; Technische Universiteit Delft; University of Newcastle Australia; McMaster University; University of Oxford; Vanderbilt University Medical Center; University of California, Davis; Institut national de la recherche scientifique; Vanderbilt University; Michigan Technological University; Abbott Laboratories; University of South Carolina; Oregon State University; North Carolina State University; Carnegie Mellon University; National Institute of Standards and Technology; University of Wyoming; Oak Ridge National Laboratory; University of Pittsburgh; McGill University; Japan Science and Technology Corporation; Arizona State University; Harvard University; Yonsei University; University of Central Florida; Universidad Michoacana de San Nicolás de Hidalgo; Northwestern University; University of Oregon; University of Minnesota; Argonne National Laboratory; Battelle; Uppsala Universitet; Università degli Studi di Padova; Lehigh University; Pacific Northwest National Laboratory; Princeton University; King Abdullah University of Science and Technology; Drexel University; Purdue University; University of California, San Francisco; GlaxoSmithKline; Orta Doğu Teknik Üniversitesi; Johannes Gutenberg-Universität Mainz; Bristol-Myers Squibb; Technische Universität Chemnitz","keywords":"Front cover; Cover (algebra); Front (military); Volume (thermodynamics); Action (physics); Content (measure theory); Environmental science; Computer science; Physics; Engineering; Mathematics; Meteorology; Mechanical engineering; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050405,0.000963301,0.0009228952,0.001841813,0.001194869,0.004544901,0.0009917133,0.002226059,0.8243798],"category_scores_gemma":[0.001206479,0.0004217873,0.0007316024,0.001044872,0.0005141123,0.001473168,0.00156112,0.001336298,0.7454237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222003,"about_ca_system_score_gemma":0.001121745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167516,"about_ca_topic_score_gemma":0.002379435,"domain_scores_codex":[0.9995908,0.00002534723,0.00001599798,0.0000857269,0.0002156665,0.00006642682],"domain_scores_gemma":[0.9992542,0.00007868572,0.0000282577,0.0001151068,0.0002657609,0.0002580431],"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":[0.00009596604,0.00007435538,0.0003229161,0.0002149588,0.00001211905,0.0001392266,0.00002619426,0.00008584998,0.003782656,0.003015783,0.8786795,0.1135505],"study_design_scores_gemma":[0.000006425325,0.00001999385,0.0006747463,0.0000532325,0.000004300012,0.0001142775,0.00002110248,0.00008343231,0.0006752584,0.0006620907,0.9976814,0.000003771286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002541292,0.005470969,0.001375527,0.008020714,0.0202446,0.0001223506,0.004276396,0.002146074,0.955802],"genre_scores_gemma":[0.004174435,0.001819895,0.0004685134,0.001070291,0.002315215,0.0000239837,0.00184662,0.0003603579,0.9879206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1756202,"threshold_uncertainty_score":0.2505008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049927377361963,"score_gpt":0.2037760302343054,"score_spread":0.1832767564606858,"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."}}