MétaCan
Menu
Back to cohort
Record W7125986258 · doi:10.1093/logcom/exaf073

Advances in computational logic (CILC 2024)

2025· article· en· W7125986258 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 Logic and Computation · 2025
Typearticle
Languageen
FieldComputer Science
TopicLogic, Reasoning, and Knowledge
Canadian institutionsnot available
Fundersnot available
KeywordsField (mathematics)Association (psychology)Computational logicMathematical logicComputational modelComputational complexity theory

Abstract

fetched live from OpenAlex

This special issue includes a collection of extended and revised versions of papers presented at the 39th Italian Conference on Computational Logic1 (CILC 2024), which was held in Rome at the National Research Council of Italy on June 26–28. The Italian Conference on Computational Logic is the annual meeting of the Italian Association for Logic Programming2 (GULP – Gruppo Ricercatori e Utenti Logic Programming). The Conference, since its first edition, held in Genoa in 1986, has been an important occasion for meeting and exchanging ideas and experiences among national and international researchers and practitioners working in the field of computational logic. CILC 2024 was attended by more than 50 participants from universities and research centres all over Italy, as well as from Austria, Canada, Cyprus, Poland, Romania and the UK. The conference featured 34 presentations, including three invited talks, one tutorial, original contributed papers and papers already published in related venues, covering many aspects of computational logic from fundamental and theoretical results to applications, experimental experiences and system descriptions.

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: Methods · Consensus signal: none
Teacher disagreement score0.950
Threshold uncertainty score0.312

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)0.0000.000

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 head0.015
GPT teacher head0.294
Teacher spread0.279 · 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