Bibliographic record
Abstract
Seventh European Workshop on Fourier Transform Ion Cyclotron Resonance Mass SpectrometryMarch 28–April 1, 2004, University of Konstanz, Konstanz, GermanyFor information contactwww.denvms.nl/2nd_EFTMS_2004_announce.pdfE-mail: eftms6@amolf.nlTel.: 49-7531-88-2497HUGO’s Ninth International Human Genome Meeting (HGM2004)April 4–7, 2004, Berlin, GermanyFor information contactwww.hgm2004.hgu.mrc.ac.ukE-mail: hugo@hugo-international.orgTel.: 44-0-207-935-8085Structural Genomics (Z1)April 13–19, 2004, Snowbird Resort, Snowbird, UTFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=672E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Frontiers in Structural Biology (Z2)April 13–19, 2004, Snowbird Resort, Snowbird, UTFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=673E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230PRICPS2004, the First Pacific-Rim International Conference on Protein ScienceApril 14–18, 2004, Yokohama, JapanFor information contactwww.edpex104.bcasj.or.jp/pricps2004E-mail: pricps2004@bcasj.or.jpTel.: 81-6-6873-2301The Biology of GenomesMay 12–16, 2004, Cold Spring Harbor, NYFor information contactmeetings.cshl.org/2004/2004genome.htmE-mail: meetings@cshl.eduTel.: 516-367-834652nd ASMS Conference on Mass SpectrometryMay 23–27, 2004, Nashville, TNFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517Third International Congress on Plant MetabolomicsJune 3–6, 2004, Iowa State University, Ames, IAFor information contactwww.bb.iastate.edu/~gfst/phomepg.htmlE-mail: pbmb@iastate.eduTel.: 515-294-7978ASBMB Annual Meeting and 8th IUBMB Conference: A Molecular Exploration of the CellJune 12–16, 2004, Boston, MAFor information contactwww.asbmb.orgE-mail: asbmb@asbmb.faseb.orgTel.: 301-634-7145BioScience2004: From Molecules to OrganismsJuly 18–21, 2004, SECC, Glasgow, United KingdomFor information contactwww.BioScience2004.orgE-mail: info@bioscience2004.orgTel.: 44-(0) 20-7580-3481FASEB Summer Research Conference on Protein Folding in the CellJuly 31–August 5, 2004, Saxtons River, VTFor information contactsrc.faseb.orgE-mail: ahewitt@faseb.orgTel.: 301-634-7010The 12th International Conference on Second Messengers and PhosphoproteinsAugust 3–7, 2004, Montreal, CanadaFor information contactwww.smp2004.comE-mail: info@eventsintl.comTel.: 514-286-0855Summer Research Workshop: Theory & Computation in Molecular Biological PhysicsAugust 9–20, 2004, La Jolla, CAFor information contactctbp.ucsd.edu/workshopinfo_2004.htmlE-mail: ctbp@ucsd.eduTel.: 858-822-129618th Annual Symposium: Protein Structure, Function and DiseaseAugust 14–18, 2004, San Diego, CAFor information contactwww.faseb.org/protein/E-mail: cyablonski@proteinsociety.orgTel.: 1-800-99-AMINOComputational Systems Bioinformatics, Bioinformatics ConferenceAugust 16–20, 2004, Stanford, CAFor information contactwww.conferences.computer.org/bioinformatics/E-mail: bioinformatics@computer.org6th Siena Meeting from Genome to Proteome: Biomarker Discovery & Proteome ImagingAugust 30–September 2, 2004, Siena, ItalyFor information contactwww.unisi.it/eventi/proteome/form.htmE-mail: servcong@unisi.itTel.: 39-0577-23213228th European Peptide Symposium/3rd International Peptide SymposiumSeptember 5–10, 2004, Prague, Czech RepublicFor information contactwww.kenes.com/28eps/E-mail: 28eps@kenes.comTel.: 412290804883rd International and 28th European Peptide Symposium: Bridges Between DisciplinesSeptember 5–10, 2004, Prague, Czech RepublicFor information contactwww.kenes.com/28eps/index.htmlE-mail: 28eps@kenes.comTel.: 412290804881st International Conference on Basic and Clinical ImmunogenomicsOctober 3–7, 2004, Budapest, HungaryFor information contactwww.diamond-congress.hu/bci2004/E-mail: diamond@diamond-congress.huTel.: +36-1-214-7701ASM Conference on Functional Genomics and Bioinformatics Approaches to Infectious Disease ResearchOctober 6–9, 2004 Portland, ORFor information contactwww.asm.org/Meetings/index.asp?bid=22657E-mail: conferences@asmusa.orgTel.: 202-942-9261Advances in Proteomics in Cancer ResearchOctober 6–10, 2004, Sonesta Beach Resort, Key Biscayne, FLFor information contactwww.aacr.org/2004Proteomics1.aspE-mail: meetings@aacr.orgTel.: 215-440-9300Biodigital 2004: International Trade Fair & Conference for Biotechnology, Bioinformatics & MicroarrayOctober 13–15, 2004, Freiburg, GermanyFor information contactwww.biodigital.deE-mail: biodigital@informa.comTel.: 44-(0) 20-7017-4804HUPO 3rd Annual World CongressOctober 25–28, 2004, Beijing, ChinaFor information contactwww.hupo2004.cnE-mail: Beijing2004@hupo.org.cnTel.: +8610-681-7741753rd ASMS Conference on Mass SpectrometryJune 5–9, 2005, San Antonio, TXFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-45172005 FEBS Congress and IUBMB ConferenceThe Protein World: Proteins and Peptides: Structure, Function and OrganizationJuly 2–7, 2005, Budapest, HungaryFor information contactwww.febs-iubmb-2005.comE-mail: incoming@chemoltravel.huTel.: 36-1-266-703217th International Mass Spectrometry ConferenceAugust 27–September 1, 2006, Prague, Czech RepublicFor information contactwww.imsc2006.orgE-mail: info@imsc2006.orgTel.: 420 241-062-645
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.803 | 0.730 |
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".