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Record W6977295895 · doi:10.6084/m9.figshare.29386702

Fig. S5a, b, c. Reconstructing the Variscan basement under the West Iberian Margin and the Newfoundland conjugate margin: exploring the role of tectonic inheritance

2025· other· en· W6977295895 on OpenAlexaboutno aff

Bibliographic record

VenueFigshare · 2025
Typeother
Languageen
FieldPsychology
TopicEducational Games and Gamification
Canadian institutionsnot available
Fundersnot available
KeywordsBouguer anomalyTectonicsBasementAnomaly (physics)Gravity anomalyMantle (geology)Inversion (geology)Reflection (computer programming)

Abstract

fetched live from OpenAlex

Fig. 5: 2.5D gravity models, seismic reflection data, and structural interpretation along the WIM: (a) Profile A, (b) Profile B, (c) Profile C (Amigo Marx et al. 2022), (d) Profile 1 (modified from Pérez-Gussinyé et al. 2003, (e) Profile 2, (f) Profile 3, (g) Profile 4, (h) Profile 5 (modified from Afilhado et al. 2008). For each profile, the Free Air anomaly, the Bouguer anomaly (with a 2.2 g/cm3 correction), and the total horizontal derivative of the 20 km upward continued anomaly (THD UC Bouguer) are shown. Modelling was performed using the Free-Air anomaly. The crustal thickness for each profile is shown below it, with a colour bar where blue represents thickness in the proximal domain, green to yellow represents the thickness of the strongly rifted domain, red represents the thickness in the hyperextended domain, and black represents domains of exhumed sub-continental mantle (without continental crust). Below the crustal thickness, the amount of extension is indicated using the Beta (β) factor (stretching factor) for each profile.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.299
Threshold uncertainty score1.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.005
Science and technology studies0.0010.000
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.2990.030

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 head0.036
GPT teacher head0.277
Teacher spread0.241 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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