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Record W6930335459 · doi:10.5281/zenodo.13287104

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2024· other· en· W6930335459 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

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typeother
Languageen
FieldSocial Sciences
TopicFlooding and Environmental Impact
Canadian institutionsnot available
Fundersnot available
KeywordsSpellMAGIC (telescope)Lottery

Abstract

fetched live from OpenAlex

Powerful Revenge and Death Spell Caster in UK CANADA voodoo DEATH SPELL, REVENGE SPELLS++27631585216 Dr is famous all over the world as best magic spell caster. She can solve each and every problem of life through her powerful services. She have proved herself through her work, She have helped many people all around the world through spells. She is also famous as black magic specialist. She solves every problem in the easiest way and gives his 100% and bring out the desired result to satisfy the person who comes to her for help. And if you are searching for a spell caster to solve your problems then you are on the right place. She provides various services like Lost love spell, Love spell, Lottery spell, Black Magic spells, Revenge spells, Love spell chants, Lottery spell that work immediately, Lottery money spell, Voodoo love spell, Real Love spell that work, etc. So if you are having any problem and want to solve it through magic spells then fee free contact . Even you can feel free to call her through +27631585216//

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)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Open science, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.256
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0040.003
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0010.002
Science and technology studies0.0000.002
Scholarly communication0.0080.002
Open science0.0060.006
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0140.129

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 head0.056
GPT teacher head0.269
Teacher spread0.213 · 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