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Record W314588749

Custody and Access Decision-Making and the Breastfeeding Child (Case Comment re Cavannah v. Johne)

2009· article· en· W314588749 on OpenAlexaboutno aff
Fiona Kelly

Bibliographic record

VenueSSRN Electronic Journal · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicMulticultural Socio-Legal Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBreastfeedingConsistency (knowledge bases)Best interestsInclusion (mineral)MedicinePsychologyLawPolitical sciencePediatricsSocial psychologyComputer science
DOInot available

Abstract

fetched live from OpenAlex

As an increasing number of fathers seek access to their very young children, how the court addresses the breastfeeding relationship between mother and child has become a critical factor in the best interests of the child analysis. This comment addresses how courts should deal with access to a breastfeeding child, using the recent Ontario Superior Court decision of Cavannah v. Johne as a starting point. The comment considers how the courts should approach the issue, addressing the challenges raised by both breastfeeding infants as well as toddlers who are engaged in extended breastfeeding. Ultimately, this comment argues that in order to protect the needs of the breastfeeding child and ensure some consistency in the law, the court might best address the issue via both judicial education and the inclusion of breastfeeding as an element in the best interests of the child test.

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)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.767
Threshold uncertainty score0.468

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0190.008
Scholarly communication0.0050.002
Open science0.0020.002
Research integrity0.0210.010
Insufficient payload (model declined to judge)0.0040.000

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 head0.016
GPT teacher head0.330
Teacher spread0.314 · 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 designCase report
Domainnot available
GenreCommentary

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
Published2009
Admission routes1
Has abstractyes

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