Bibliographic record
Abstract
The Sanibel Conference: Ion Mobility and Related Emerging AreasJanuary 18–21, 2008, Hilton Daytona Beach, Daytona Beach, FLFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517Keystone Symposia on Biomarker Discovery, Validation and ApplicationsFebruary 3–8, 2008, Granlibakken Resort, Tahoe City, CAFor information contactwww.keystonesymposia.orgE-mail: info@keystonesymposia.orgTel.: 970-262-1230Association for Biomolecular Resource Facilities (ABRF)February 9–12, 2008, Salt Lake City, UTFor information contactwww.abrf.org/E-mail: ncopen@faseb.orgTel.: 505-983-8102Peptides, Chemistry & Biology Gordon Research ConferenceFebruary 17–22, 2008, Ventura Beach, CAFor information contactwww.gre.orgUS HUPO 4th Annual ConferenceMarch 16–19, 2008, Bethesda, MDFor information contactwww.ushupo.orgE-mail: ushupo@ushupo.orgTel.: 505-989-4876Genomes to Systems 2008March 17–19, 2008, Manchester Central Convention Complex, Manchester, UKFor information contactwww.genomestosystems.org/E-mail: genomes@gemini-international.comTel.: 44-1260297036ASBMB Annual Meeting in conjunction with EB2008April 5–9, 2008, San Diego, CAFor information contactASBMB 2008, 9650 Rockville Pike, Bethesda, MD 20814-3008www.asbmb.org/meetingsE-mail: meetings@asbmb.orgTel.: 301-634-71456th Hellenic Forum on Bioactive PeptidesMay 18–20, 2008, Patras, GreeceFor information contactwww.pharmacy.upatras.gr/peptide_forum_2008E-mail: pacord@upatras.grTel.: 302610-969-93411th Naples Workshop on Bioactive PeptidesMay 24–27, 2008, Naples, ItalyFor information contactwww.cirpeb.unina.it/naples2008E-mail: eventi@unina.itTel.: 39-081-253739556th ASMS Conference on Mass SpectrometryJune 1–5, 2008, Denver, COFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517HUPO 7th Annual World CongressAugust 16–21, 2008, Amsterdam, The NetherlandsFor information contactwww.hupo2008.comE-mail: Wehbeh.Barghachie@mcgill.caTel.: 514-398-506330th European Peptide Society SymposiumAugust 31–September 5, 2008, Helsinki, FinlandFor information contactwww.30eps.fi/E-mail: 30eps@congrex.fiTel.: 358-(0)9-56075002nd Latin American Protein Society MeetingNovember 4–8, 2008, Acapulco Gro. MexicoFor information contactwww.laproteinsociety.org57th ASMS Conference on Mass SpectrometryMay 31–June 4, 2009, Philadelphia, PAFor information contactwww.asms.orgE-mail: office@asms.orgTel.: 505-989-4517
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 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.832 | 0.771 |
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".