Bibliographic record
Abstract
BioSysBio 2007: Bioinformatics, System Biology, Synthetic BiologyIncorporating the Young Bioinformaticians’ ForumJanuary 11–13, 2007, Manchester, UKFor information contactwww.biosysbio.com/E-mail: JohnCumbers@BioSysBio.comTel.: 44-0-207-617-7824Fifth Asia-Pacific Bioinformatics ConferenceJanuary 15–17, 2007, Hong KongFor information contactwww.cs.hku.hk/apbc2007E-mail: apbc@cs.hku.hkASMS Sanibel Conference on Mass Spectrometry: Imaging Mass SpectrometryJanuary 19–22, 2007, Sundial Resort, Sanibel Island, FLFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-451721st Australian and New Zealand Society for Mass Spectrometry ConferenceJanuary 21–25, 2007, University of Canterbury, Christchurch, New ZealandFor information contactwww.latrobe.edu.au/anzsms/E-mail: anzsms21@uco.canterbury.ac.nzTel.: 64-3-364-2534Keystone Symposium on Ubiquitin and SignalingFebruary 4–9, 2007, Big Sky Resort, Big Sky, MTFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=860E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Proteomics and Pathology–Joint Congress of the Spanish Proteomics Society & the European Proteomics AssociationFebruary 10–14, 2007, Valencia, SpainFor information contactwww.proteomics-valencia2007.ibv.csic.es/E-mail: catedrasg@cac.esTel.: 34-96-197-46-70Keystone Symposium on PI 3-Kinase Signaling Pathways in DiseaseFebruary 15–20, 2007, Hilton Santa Fe/Historic Plaza, Santa Fe, NMFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=864E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230First Indian Peptide SymposiumFebruary 22–23, 2007, Hyderabad, IndiaFor information contactwww.indianpeptidesociety.orgE-mail: indianpeptidesociety@gmail.comBiomarkers in Preclinical DevelopmentFebruary 27–March 2, 2007, San Francisco, CAFor information contactwww.tri-conference.com/06_pcl.aspE-mail: clingham@healthtech.comTel.: 781-972-5464Fax: 781-972-5425US HUPO 2007March 5–8, 2007, Seattle, WAFor information contactwww.ushupo.orgE-mail: USHUPO@USHUPO.orgTel.: 505-989-4876Keystone Symposium on Molecular Targets for CancerMarch 18–23, 2007, Whistler Resort, Whistler, British Columbia, CanadaFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=822E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Keystone Symposium on Mouse Models at the Frontiers of Cancer DiscoveryMarch 18–23, 2007, Whistler, British Columbia, CanadaFor information contactwww.keystonesymposia.org/Meetings/viewMeetings.cfm?MeetingID=820&subTab=summaryE-mail: info@keystonesymposia.orgTel.: 800-253-0685Fax: 970-262-1525Systems Biology and Regulatory NetworksMarch 22–27, 2007, Sheraton Steamboat Resort, Steamboat Springs, COFor information contactwww.keystonesymposia.org/meetings/viewMeetngs.cfm?MeetingID=870E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Cell Signaling and ProteomicsMarch 22–27, 2007, Sheraton Steamboat Resort, Steamboat Springs, COFor information contactwww.keystonesymposia.org/Meetings/ViewMeetings.cfm?MeetingID=863E-mail: info@keystonesymposia.orgTel.: 800-253-0685 or 970-262-1230Association for Biomolecular Resource FacilitiesMarch 31–April 3, 2007, Tampa Convention Center, Tampa, FLFor information contactwww.faseb.org/meetings/default.htmE-mail: ncopen@faseb.orgTel.: 301-634-7010SEBatGlasgow2007Society for Experimental BiologyMarch 31–April 4, 2007, Glasgow, UKFor information contactwww.sebiology.org/meetings/pageview.asp?S=2&mid=91Tel.: 44-023-8022-4824Fax: 44-023-8022-63122nd Workshop on Biophysics of Membrane Active PeptidesApril 1–4, 2007, Lisbon, PortugalFor information contactwww.biophysicsmap.comE-mail: castanho@fc.ul.pt2007 Institute of Electrical and Electronics Engineers Symposium on Computational Intelligence in Bioinformatics and Computational BiologyApril 1–5, 2007, Honolulu, HIFor information contactwww.cs.kent.edu/∼volkert/CIBCB07E-mail: greenwood@ieee.orgTel.: 503-725-3806Fax: 503-725-38077th International Symposium of the Protein SocietyMay 12–16, 2007, Stockholm-Uppsala, CA SwedenFor information contactwww.proteinsociety.org/pages/page02b.htmE-mail: cyablonski@proteinsociety.orgTel.: 301-634-727715th Reunion–Peptides and ProteinsMay 20–25, 2007, Denard, FranceFor information contactwww.gfpp.free.fr/E-mail: Michele.Baudy-Floch@univ-rennes1.fr55th ASMS Conference on Mass SpectrometryJune 3–7, 2007, Indianapolis, INFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-451720th American Peptide Symposium–20th Jubilee Peptides for YouthJune 22–27, 2007, Montreal, Quebec, CanadaFor information contactwww.americanpeptidesociety.com/index.asp?E-mail: 20thAPS@UMontreal.caTel.: 819-564-534620th American Peptide SymposiumJune 23–27, 2007, Montreal, Quebec, CanadaFor information contactE-mail: 20thAPS@UMontreal.ca20th American Peptide Society Symposium: Peptides for YouthJune 26–30, 2007, Montreal, Quebec, CanadaFor information contact20thaps.orgE-mail: 20thaps@umontreal.caTel.: 505-646-5982Fax: 505-646-6004Preconference Workshop on Systems Biology of Tyrosine Kinase SignalingJuly 23–24, 2007, Wellcome Trust Conference Centre, Hinxton, Cambridge, UKFor information contactwww.bspr.org/E-mail: meetings@bspr.org4th British Society for Proteome Research/European Bioinformatics Institute Proteomics MeetingIntegrative Proteomics: Maximizing the Value of ProteomicsJuly 25–27, 2007, Wellcome Trust Conference Centre, Hinxton, Cambridge, UKFor information contactwww.bspr.org/E-mail: meetings@bspr.org8th International Symposium on Mass Spectrometry in the Health & Life SciencesAugust 18–23, 2007, Fairmont Hotel, San Francisco, CAFor information contactwww.donatello.ucsf.edu/symposium/E-mail: sfms@itsa.ucsf.eduTel.: 415-476-489313th Nordic Mass Spectrometry ConferenceAugust 28–31, 2007, Savonlinna, FinlandFor information contactwww.nsms.no/moter.htmlHUPO 6th Annual World CongressOctober 6–10, 2007, Seoul, KoreaFor information contactwww.hupo2007.comE-mail: Wehbeh.Barghachie@mcgill.caTel.: 514-398-5063
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 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.860 | 0.818 |
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".