MétaCan
Menu
Back to cohort

8th Symposium on Frequency Standards and Metrology 2015

2016· article· en· W2468076081 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Physics Conference Series · 2016
Typearticle
Languageen
FieldPhysics and Astronomy
TopicAdvanced Frequency and Time Standards
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary scienceMetrologySketchSession (web analytics)HistoryEngineeringComputer sciencePhysicsOptics

Abstract

fetched live from OpenAlex

The eighth Symposium on Frequency Standards and Metrology [1] has been organized from 12-16 October in the Seminaris SeeHotel near Lake Templin at Potsdam, Germany. The symposium included a keynote lecture by David Wineland, 48 invited oral presentations and a session with 111 invited poster contributions. The symposium is the most recent one of a series that was initially organized by Jacques Vanier in 1971 in Forét Montmorency in Quebec, Canada. The next ones took place in 1976 in Copper Mountain, USA, organized by Helmut Hellwig, 1981 in Aussois, France (Claude Audoin) [2], 1988 in Ancona, Italy (Andrea De Marchi) [3], 1995 in Woods Hole, USA (James Bergquist) [4], 2001 in St Andrews, UK (Patrick Gill) [5], and 2008 in Pacific Grove, USA (Lute Maleki) [6]. The symposium series serves as an international discussion forum on precision frequency standards throughout the electromagnetic spectrum and associated metrology. It focuses on the fundamental scientific aspects of the latest ideas, results and applications in relation to these frequency standards. During the seven years after the last symposium very significant progress has occurred in various associated fields. Carrying forward the historical sketch by David Wineland [7] it is interesting to wrap up the new ideas, the novel technologies, developments and inventions that have been created and implemented in the seven years since the last symposium.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.858
Threshold uncertainty score0.601

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.011
GPT teacher head0.271
Teacher spread0.260 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it