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Record W7038005960

Family property reform in British Columbiaâ the rule of discretion and the discretion of rules

2012· article· en· W7038005960 on OpenAlexaboutno aff

Bibliographic record

Venuee-publications@bond (Bond University) · 2012
Typearticle
Languageen
FieldComputer Science
TopicMathematics, Computing, and Information Processing
Canadian institutionsnot available
Fundersnot available
KeywordsProperty (philosophy)DiscretionCertaintyReal propertyInterpretation (philosophy)Consistency (knowledge bases)Family lawPerspective (graphical)Trust lawDivision (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

This paper provides a helicopter and speculative view of the new property division sections of the Family Law Act (FLA) 2011 in British Columbia, Canada. The comments are made from the perspective of an outsider, from his experience as a lawyer, mediator and family law reform adviser particularly in Australia. The paper assumes that all family property reform laws necessarily address similar international and historic patterns of family behaviour, with a predictable range of solutions on a rule-discretion spectrum in different cultures and regions. The paper relies upon various assumptions that are based upon international trends. All of these assumptions may be confirmed or qualified by statistical studies and anecdotal reflections in BC and the rest of Canada.\nThe paper suggests that:\n• The FLA initially provides that rules with a degree of certainty will govern the division of family property in BC in the future. In reality, rules travel in pairs. The vast majority of marriages and relationships will be governed by vague and currently unknown mystery maths. However, there are some standard and helpful templates for each line of uncertainty.\n• At least a decade of mystery maths will have some unintended social consequences.\n• Added pressures to the stressed court system, and other factors in BC, will predictably lead to a decrease in the number of awards, agreements and variations of spousal support (both “compensation” and “needs” based). This is a shift away from periodic, lifelong and variable towards (cyclically once again) more lump sum, short term and clean break spousal support.\n• Another consequence of the high transaction costs of narrowing down the new mystery maths will be that in BC, there will be one form of family property “settlement law” for the rich, and another for the poor and middle class.

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)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.163
Threshold uncertainty score0.971

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0160.006
Scholarly communication0.0050.001
Open science0.0010.002
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0080.000

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 head0.014
GPT teacher head0.199
Teacher spread0.185 · 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 designTheoretical or conceptual
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
Published2012
Admission routes1
Has abstractyes

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