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Record W4313022547 · doi:10.46692/9781529222463.008

North American Hybrids

2022· other· en· W4313022547 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typeother
Languageen
FieldSocial Sciences
TopicPolitical and Social Dynamics in Chile and Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsHybridBiologyBotany

Abstract

fetched live from OpenAlex

On 22 July 1990, Domenico Sergi (Little Domenic, from Griffith, remember him?) – representative for Australia; Vincenzo Trento and Anthony Cipriani – representatives for Canada; and Eliseo Lazzarino for Belgium, met in Ardore (Reggio Calabria province). It’s defined as a ‘ndrangheta meeting. 10 August 2009, Apegreen Laundromat, Siderno . Giuseppe Commisso: Here is a friend who came from Australia, he is from Nardodipace … please come in … compare! He is a friend of mine … Domenico Antonio Vallelonga: Pleased to meet you, Tony Vallelonga. Carmelo Muià: Pleasure is mine, Carmelo Muià… Churches and funerals ‘Are you going to go there just to see a church?’ ‘I have to start somewhere, that’s one of the addresses in the arrest warrant at the very least!’ A friend of mine in Toronto was genuinely questioning the rationale of that trip. But … I have to see the places, I need to see the spaces. It was April 2017 and I was staying in Toronto. It took me pretty much two hours to travel to the site of the church on public transport; I hadn’t rented a car. I wish I had. I wouldn’t have had parking issues anyway, as in front of the St Clare of Assisi Catholic Church, on 150 St Francis Avenue, in Woodbridge, a large suburban community in the city of Vaughan, just north of Toronto, there is no scarcity of parking space. It was windy, just a few days earlier it had snowed in Montreal, and Toronto was ice cold, or at least it was for me, in April … one should feel spring, right? Right. Anyway, I had bought a new pair of snow boots, insulated and furry inside, so I was ready to face what to me was definitely still winter. Being in Woodbridge at the time was somewhat strange. In fact, I didn’t really know what I was expecting to see. I arrived at a scenic bridge, crossed it and found shopping malls and a variety of commercial venues. The roads became larger the farther behind I left the shopping area. St Clare was a massive, white and brown building that looked very polished and very new. A lot of Woodbridge looks very polished and very new.

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)0.001
metaresearch head score (Gemma)0.003
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 score0.577
Threshold uncertainty score0.603

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0060.001
Scholarly communication0.0050.003
Open science0.0020.004
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.5770.352

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 head0.305
Teacher spread0.292 · 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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Same topicPolitical and Social Dynamics in Chile and Latin AmericaFrench-language works237,207