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Record W4289463026 · doi:10.5281/zenodo.6950575

How to Save Money on message bottle

2022· article· en· W4289463026 on OpenAlexaboutno aff

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2022
Typearticle
Languageen
FieldArts and Humanities
TopicHermeneutics and Narrative Identity
Canadian institutionsnot available
Fundersnot available
KeywordsBottleWater bottleComputer scienceBusinessMaterials scienceComposite material

Abstract

fetched live from OpenAlex

fourteen True Stories Of Mysterious Messages In Bottles In that letter, Garrett writes that he found some other person, Theresa who's as pricey as Catherine to him and decides to begin a brand new life along with her, and asks for Catherine's blessing. Although devastated, Theresa arrives back contented stating that nevertheless this practical experience left her sad, In addition, it aided her to sense A very powerful factor in everyday life. Theresa Osborne, a former reporter, operates for a researcher for that Chicago Tribune. On a trip to Cape Cod, she finds a mysterious, intriguing and typed like letter inside a bottle from the sand, resolved to Catherine. She's fascinated by it and demonstrates it to her colleagues. The bottle was retrieved on July 20 by Capt. Robert Oke to the income cutter Caledonia from the coast of Newfoundland (forty six.36N, fifty five.30W). Following that night time, Garrett writes a letter to Catherine and puts it in a bottle and goes sailing. A storm breaks out and Garrett desperately attempts to save a family members from the sinking boat and succeeds to save two from a few; even so, in the procedure, he himself drowns. Garrett's father Dodge calls Theresa and tells her about his Dying. Heartbroken, Theresa goes there to mention goodbye; Dodge offers her a letter which was composed by Garrett about the day of his Loss of life. Archived from the initial on March seven, 2018. "QUT deploys superior-tech "concept in the bottle" to combat floods and air pollution in river systems". Archived from the first on July 24, 2018. "World's oldest message in a very bottle washes up in Germany just after 108 decades at sea". Archived from the initial on January thirty, 2016. It had been for the duration of this time that Chad started to comprehend how neglected the rivers were, Together with the Unattractive and harmful accumulation of trash along their banking institutions. On Castaway's Cove when You begin the DLC.

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)0.003
metaresearch head score (Gemma)0.021
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: Other
Teacher disagreement score0.875
Threshold uncertainty score0.418

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.021
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0080.003
Scholarly communication0.0120.020
Open science0.0010.006
Research integrity0.0060.005
Insufficient payload (model declined to judge)0.1250.075

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 head0.052
GPT teacher head0.233
Teacher spread0.181 · 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
Published2022
Admission routes1
Has abstractyes

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