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Record W3203477145

Rejecting Word Worship: An Integrative Approach to Judicial Construction of Insurance Policies

2021· article· en· W3203477145 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueSSRN Electronic Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Systems and Judicial Processes
Canadian institutionsQueen's University
Fundersnot available
KeywordsContext (archaeology)Insurance policyLegislative historyStatutory interpretationLawSupreme courtLegislationInterpretation (philosophy)Political scienceLaw and economicsEconomicsSociologyHistoryPhilosophyLinguistics
DOInot available

Abstract

fetched live from OpenAlex

Litigation over insurance coverage is really a quest for meaning: Does the insurance policy cover the loss at issue? Construing the insurance policy, courts are attempting to give legal effect to what the document purports to command. But what were the intentions and expectations of insurer and insured? Do those intentions even matter? Or is only the written text of the policy relevant to the coverage result? Courts approaching these questions typically frame the interpretative choice as one of strict textualism versus a more contextual, functionalist approach. In many, perhaps even most situations, text and context align to create an “easy” case. If a factory is sued for contaminating a neighborhood pond, the absolute pollution exclusion almost certainly applies. If builder’s bulldozer cuts an underground powerline, the insurer cannot avoid coverage by labeling the mishap as excluded faulty work. But in more uncertain circumstances, a court’s choice of methodology often changes the result, with significant consequences for risk management and victim compensation. Despite the departure from strict adherence to textualism signalled in the Restatement (Second) of Contracts in 1981, courts typically continue to embrace a highly textualist approach in contract interpretation cases, including insurance cases. Strict textualism continues to be one of the core orthodoxies of American law and dispute resolution, even though both modern cognitive science and practical experience have shown its limits. Undue reverence for text abounds even when inapt. Deviation from textual orthodoxy is often unfairly condemned as result-oriented judicial activism or judicial legislation that undermines the predictability and consistency to which law aspires. In our view, departures from strict textualism – especially (but not only) in insurance cases – are mistreated as heretical when they are in fact comprehensive, insightful, and helpful in vindicating the apt function of insurance and other agreements. A more expressly integrative harnessing of the indicia of contract term meaning does not excessively empower judges relative to legislatures, executives, and private parties but instead permits courts to be helpful in ensuring that statutes, contracts, and in particular insurance policies function in a manner consistent with the intent, purpose, and operation of these writings and the objectives they represent. Courts in our view need not be cabined by excessive textualism in order to “stay in their lane” relative to other branches and the decision-making preferences of the parties but can adopt a broader, more integrative approach to construction without violating traditional norms regarding judicial role. The integrative solution is not radical but realistic and should enjoy greater, expressly acknowledged, judicial favor.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.454
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.017
GPT teacher head0.300
Teacher spread0.283 · 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