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Record W4367395144 · doi:10.29173/cjfy29938

Book Review of Eckler, Rebecca. (2019). Blissfully Blended Bullshit: The Uncomfortable Truth of Blending Families. Toronto: Dundurn Press.

2023· article· fr· W4367395144 on OpenAlexaffvenueabout
Vinit Grewal

Bibliographic record

VenueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse · 2023
Typearticle
Languagefr
FieldEconomics, Econometrics and Finance
TopicGlobal Socioeconomic and Political Dynamics
Canadian institutionsMacEwan University
Fundersnot available
KeywordsArtArt historyMedia studiesSociology

Abstract

fetched live from OpenAlex

s book, "Blissfully Blended Bullshit," discusses personal stories about her experiences with blending families with her now ex-boyfriend.Throughout this book, Eckler reveals the uncomfortable truths about blending families, which "so-called-experts" seem to leave out.In this book, Eckler and her daughter Rowan move in with her boyfriend, who also has two biological daughters of his own, and they end up having a son together, Holt.Eckler and her boyfriend were blindly in love and rushed to move in together, hoping their lives would adjust and become more normal.A relationship, which started as a one-night stand, quickly formed into a blended family with no prior preparation for what was about to come.Eckler stresses common themes throughout the book, such as relationship planning/setting guidelines, the uncomfortable emotions and stressors which arise in blending families, and how different blended families are compared to nuclear families.Eckler and her ex-boyfriend did not plan how their families would blend or set guidelines which describe what each partner expects from the other throughout the relationship.This may have been the seed that caused their relationship's downfall.She admits that "there was no sitting down and talking about the logistics, no discussion of how it would affect the kids, no dialogue

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.140
Threshold uncertainty score0.467

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0040.007
Science and technology studies0.0020.001
Scholarly communication0.0040.004
Open science0.0020.002
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.1400.094

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 head0.017
GPT teacher head0.240
Teacher spread0.223 · 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

Citations0
Published2023
Admission routes3
Has abstractyes

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Same venueCanadian Journal of Family and Youth / Le Journal Canadien de Famille et de la JeunesseSame topicGlobal Socioeconomic and Political DynamicsFrench-language works237,207