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Record W4238452951 · doi:10.1351/pac20128411iv

Preface

2012· article· en· W4238452951 on OpenAlexaboutno aff
John F. Valliant, Laura C. Harrington

Bibliographic record

VenuePure and Applied Chemistry · 2012
Typearticle
Languageen
FieldMedicine
TopicBoron Compounds in Chemistry
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary scienceChemistryCzechChemical nomenclatureOrganic chemistryComputer sciencePhilosophy

Abstract

fetched live from OpenAlex

The 14th International Meeting on Boron Chemistry (IMEBORON-XIV) was held in Niagara Falls, Canada in 2011 and was attended by 270 participants from 18 countries. The 19 articles in this month's Pure and Applied Chemistry ( PAC ) are derived from the research presented at the conference, which stimulated lively discussion and facilitated new collaborations. The conference was divided into three sections representing organic, inorganic, and medicinal boron chemistry. The participants enjoyed the three plenary lectures from Profs. Holger Braunschweig, Fred Hawthorne, and Varinder K. Aggarwal as well as 141 oral and 111 poster presentations. We would like to acknowledge the direction and support given by the Scientific Committee (Profs. Tom Baker, Rob Batey, Dennis Hall, Warren Piers, and Doug Stephan), as well as the members of the International Organizing Committee, who provided valuable contributions to the planning of the meeting. We appreciate the support of the conference sponsors, as well as IUPAC and the editorial staff of PAC . We also thank all of the attendees and participants for their contributions, and look forward to IMEBORON-XV, which will be held in the Czech Republic in 2014. John Valliant and Laura Harrington Conference Organizers

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 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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.278
Threshold uncertainty score0.433

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.012
GPT teacher head0.249
Teacher spread0.236 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2012
Admission routes1
Has abstractyes

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