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Record W640610810

Cruises & ports of call : from U.S. & Canadian home ports to the Caribbean, Alaska, Hawaii & more

2005· book· en· W640610810 on OpenAlexaboutno aff
Heidi Sarna, Matt Hannafin

Bibliographic record

VenueWiley eBooks · 2005
Typebook
Languageen
FieldSocial Sciences
TopicCruise Tourism Development and Management
Canadian institutionsnot available
Fundersnot available
KeywordsCruisePanama canalAdventureGeographyPort (circuit theory)OceanographyMeteorologyHistoryEngineeringBusinessGeology
DOInot available

Abstract

fetched live from OpenAlex

List of Maps. Cruising 2006: 10 Million Cruise Fans Can't Be Wrong. The Best of Cruising. Part 1: Planning, Booking & Preparing for Your Cruise. 1. Choosing Your Ideal Cruise. 2. Booking Your Cruise & Getting the Best Price. 3. Things to Know Before You Go. 4. The Cruise Experience. Part 2: The Cruise Lines & Their Ships. 5. The Ratings & How to Read Them. 6. The Mainstream Lines. 7. The Ultraluxury Lines. 8. Small Ships, Sailing Ships & Adventure Cruises. Part 3: The Ports. 9. The Ports of Embarkation. 10. The Caribbean, The Bahamas & the Panama Canal. 11. Alaska & British Columbia. 12. The Mexican Riviera & Baja. 13. Bermuda. 14. Hawaii. 15. New England & Eastern Canada. 16. U.S. River Cruise Routes. Index.

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)0.000
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 score0.522
Threshold uncertainty score0.950

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.006
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.4530.239

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 head0.012
GPT teacher head0.245
Teacher spread0.232 · 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

Citations2
Published2005
Admission routes1
Has abstractyes

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