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Record W4287111814 · doi:10.5281/zenodo.5035886

Love spells|+27788889342 lost love spell caster in Samoa, San Marino, Sao Tome and Principe, Senegal, Serbia, Seychelles, Sierra Leone, Singapore

2021· article· en· W4287111814 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSociopolitical Dynamics in Nepal
Canadian institutionsnot available
Fundersnot available
KeywordsSierra leoneSpellGeographyAncient historyEthnologyHumanitiesHistoryArtSociologyAnthropology

Abstract

fetched live from OpenAlex

Love spells|+27788889342 lost love spell caster in Samoa, San Marino, Sao Tome and Principe, Senegal, Serbia, Seychelles, Sierra Leone, Singapore\n\nLost Love Spells Caster ads in Netherlands South Africa USA UK Canada classifieds I have been in South Africa for a long time and other countries and I have realized how much the power of money spells in Portugal is needed, Good fortune will change your destiny for good fortune & bring powerful positive spiritual forces to your aid in life Carry these omens of good luck with you & watch as everything goes your way with good luck charms, is your love life falling apart?, Want your love to grow stronger?, Partner losing interest in you? It’s not too late to fix your love life. We offer solutions to take care of all your love life. I strengthen bonds in all love relationships and marriage, Stop love from cheating, I help you stabilize your relationship. It’s never too late to fix your love life. We offer solutions to take care of all your love life.. solidifies his commitment by establishing a one-year unlimited guarantee for Lost Love Spells Caster ads in Netherlands South Africa usa uk canada classifieds I have been in South Africa for a long time and other countries and I have realized how much the power of money spells in Portugal is needed, Good fortune will change your destiny for good fortune & bring powerful positive spiritual forces to your aid in life Carry these omens of good luck with you & watch as everything goes your way with good luck charms, is your love life falling apart? \n\nCall / Watsapp : +27788889342 drmamanketi ,\n\nEmail: leadingspells@gmail.com\n\nWebsite: https://leadingspells.com\n\nWebsite: https://drmamaalpha.com

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient 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 score0.075
Threshold uncertainty score0.107

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0030.000
Scholarly communication0.0040.002
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.9250.834

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 head0.040
GPT teacher head0.290
Teacher spread0.251 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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Same venueZenodo (CERN European Organization for Nuclear Research)Same topicSociopolitical Dynamics in NepalFrench-language works237,207