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Record W4410324382 · doi:10.1484/m.cursor-eb.5.149650

Guests – Strangers – Aliens – Enemies: Introducing Ambiguities of Hospitality in the Middle Ages, c. 1000–1350

2025· book-chapter· en· W4410324382 on OpenAlexfundno aff
Wojtek Jezierski, Lars Kjær

Bibliographic record

VenueCursor mundi · 2025
Typebook-chapter
Languageen
FieldArts and Humanities
TopicArchaeology and Historical Studies
Canadian institutionsnot available
FundersUniversity of TorontoUniversity of OxfordHarvard University
KeywordsHospitalityHistoryPsychologyPolitical scienceLawTourism

Abstract

fetched live from OpenAlex

Killing Guests: From Troy to DenmarkMany of our oldest stories are about killing guests.The thousand ships of Homer's Iliad set out to gain vengeance against Paris, who had abducted Helen, the wife of his host Menelaus.The cycle of killing that follows does not stop until, many years later, one of the avengers, Odysseus, returns home to kill his own overbearing guests, the suitors who had been attempting to woo his wife, Penelope. 1 The story of the massacre of the suitors and the servant girls who had had relations with them has rightly troubled scholars: Harry L. Levy saw it as fundamentally alien to the aristocratic ethos of the rest of the Odyssey and proposed it was an inherited tradition from a more parsimonious peasant tradition.For these, hypothetical, practically-minded country folk it was a crime worth killing for to waste the host's resources.But no such deconstruction is necessary: the ambiguity of hospitality, the obligations of guest and host, and the outcome of their interactions constitute a central narrative focus in the Odyssey.Odysseus himself is no perfect guest.He and his men predate the home of the cyclops Polyphemus, before themselves becoming the prey of their monstrous host.For his assault on Polyphemus, Odysseus earns the wrath of Poseidon, bringing destruction not only on himself but also his future hosts, before finally arriving at Ithaca.The clash between Odysseus and Polyphemus uncannily foreshadows the destruction 1 Reece, The Stranger's Welcome.

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)0.004
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.234
Threshold uncertainty score0.464

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0260.023
Scholarly communication0.0140.007
Open science0.0010.010
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0040.001

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 head0.055
GPT teacher head0.236
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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations1
Published2025
Admission routes1
Has abstractyes

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