Bibliographic record
Abstract
German Society for Fat Science (DGF): Fats and Health—Update on Dietary Phytosterols, Trans-Fatty Acids and Conjugated Linoleic AcidsOctober 19–20, 2006, Frankfurt, GermanyFor information contact:http://www.dgfett.de/meetings/frankfurt/index.html3rd Annual Scientific Forum of the Midwest Lipid AssociationOctober 20–22, 2006, Kansas City, MOFor information contact:http://www.lipid.org/chapters/mwlaEmail: ssheridan@lipid.orgFEBS Special Meeting: European Lipidomics InitiativeOctober 21–25, 2006, Noordwijkerhout, The NetherlandsFor information contact:http://www.febslipid2006.chem.uu.nl/The Liver Meeting 2006 57th Annual Meeting of the American Association for the Study of Liver DiseaseOctober 27–31, 2006, Boston, MAFor information contact:https://www.aasld.org/eweb/DynamicPage.aspx?webcode=2006_AnnualMeeting6th Annual Surface and Colloid Symposium: Lipid-Peptide Interactions and Biological FunctionNovember 15–17, 2006, Lund, SwedenFor information contact:http://www.chemsoc.se/sidor/KK/ytkemi/surfaceandcolloid.htmEmail: carina@chemsoc.seSecond ISN Special Neurochemistry Conference: Neural Glycoproteins and GlycolipidsDecember 1–5, 2006, Antigua, W.I.For information contact:http://www.isnantigua2006.org/19th World Diabetes CongressDecember 3–7, 2006, Cape Town, South AfricaFor information contact:http://www.idf2006.org/Keystone Symposia–Obesity: Peripheral and Central Pathways Regulating Energy HomeostasisJanuary 14–19, 2007, Keystone, COFor information contact:http://www.keystonesymposia.orgKeystone Symposia–Bioactive Lipids in the Lipidomics EraFebruary 20–25, 2007, Taos, NMFor information contact:http://www.keystonesymposia.orgGerman Society for Fat Science (DGF): Oleochemicals Under Changing Global ConditionsFebruary 25–27, 2007, Hamburg, GermanyFor information contact:http://www.dgfett.de/meetings/hamburg/index.htmlBiophysical Society 51st Annual MeetingMarch 3–7, 2007, Baltimore, MDFor information contact:http://www.biophysics.org/2007 Deuel Conference on LipidsMarch 6–9, 2007, Borrego Springs, CAFor information contact:http://www.scripps.edu/imm/curtiss/deuel/index.htmlKeystone Symposia–Metabolic Syndrome and Cardiovascular RiskMarch 27–April 1, 2007, Steamboat Springs, COFor information contact:http://www.keystonesymposia.org4th International Symposium on Diabetes and PregnancyMarch 29–31, 2007, Istanbul, TurkeyFor information contact:http://www.kenes.com/dip07/?ref=oldEmail: dip07@kenes.com3rd European Symposium on Plant LipidsApril 2–4, 2007, York, UKFor information contact:http://www.eurofedlipid.org/meetings/index.htm2nd International Congress on Prediabetes and the Metabolic SyndromeApril 25–28, 2007, Barcelona, SpainFor information contact:http://www.kenes.com/prediabetes2007Email: prediabetes2007@kenes.comASBMB Annual Meeting in conjunction with Experimental BiologyApril 28–May 2, 2007, Washington, DCFor information contact:http://www.eb2007.org/Experimental Biology 2007April 28–May 2, 2007, Washington, DCFor information contact:http://www.eb2007.org/98th AOCS Annual Meeting and ExpoMay 13–16, 2007, Quebec City, CanadaFor information contact:http://www.aocs.org/meetings/annual_mtg/94th Annual Meeting the American Association of ImmunologistsMay 18–22, 2007, Miami Beach, FLFor information contact:http://www.immunology2007.org/National Lipid Association Annual Scientific SessionsMay 31–June 3, 2007, Scottsdale, AZFor information contact:http://www.lipid.org/chapters/swlaEmail: ssheridan@lipid.orgEuropean Atherosclerosis Society 76th CongressJune 10–13, 2007, Helsinki, FinlandFor information contact:http://www.kenes.com/eas2007/Email: eas2007@kenes.comXXIst Congress of the International Society on Thrombosis and HaemostasisJuly 6–12, 2007, Geneva, SwitzerlandFor information contact:http://www.isth2007.comGordon Research Conference - Molecular and Cellular Biology of LipidsJuly 22–27, 2007, Waterville ValleyFor information contact:http://www.grc.org10th Annual Scientific Forum of the Southeast Lipid AssociationAugust 3–5, 2007, Savannah, GAFor information contact:http://www.lipid.org/chapters/selaEmail: ssheridan@lipid.org48th International Conference on the Bioscience of LipidsSeptember 4–8, 2007, Turku, FinlandFor information contact:http://www.icbl2007.abo.fi5th Euro Fed Lipid CongressSeptember 16–19, 2007, Goteborg, SwedenFor information contact:http://www.eurofedlipid.org/meetings/goeteborg/index.htm4th Annual Scientific Forum of the Midwest Lipid AssociationSeptember 28–30, 2007, Minneapolis, MNFor information contact:http://www.lipid.org/chapters/mwlaEmail: ssheridan@lipid.org1st International Conference on Advanced Technologies & Treatments for Diabetes (ATTD)February 28–March 2, 2008, Prague, Czech RepublicFor information contact:http://www.kenes.com/attdEmail: attd@kenes.comWorld Congress on Oils and Fats and 28th ISF CongressSeptember 27–30, 2009, Sydney, AustraliaFor information contact:http://www.isfsydney2009.com
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.740 | 0.690 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".