From the hash-bound evidence releases
Recorded claims
Each claim states what the inspected source says, at the recorded location—bounded by its scope and graded by its confidence. Nothing here is a synthesis across works.
The abstract develops a dynamic market model in which horizontally specialized experts decide whether to refer mismatched problems while reputation affects future demand.
Scope: abstract-level model; unit: expert and referral market; period and denominator: not applicable
It reports that the steady-state market generally produces inefficient referrals and specialization, and that AI diagnosis and treatment discourage referrals and further increase problem-expertise mismatch.
Scope: author-reported theoretical result in the described model
At inspection time, the public Organizations & Markets: Formal & Informal Structures all-years search for artificial intelligence displayed this work among 50 postings.
Scope: universe: filtered O&M Formal & Informal Structures listing; unit: posting; period: all years through 2026-08-20; denominator: 50 displayed postings
Structured relationships
In-corpus citations
Only source-supplied cites relationships whose two endpoints are admitted are shown. Invocation evidence remains a separate relationship.
Cites (0)
No in-corpus outgoing citation is available in the current enrichment coverage.
Cited by (0)
No in-corpus incoming citation is available in the current enrichment coverage.
Boundaries
Limitations & independence
Recorded at coding time, carried with the work forever. A claim without its limits is not evidence.
Recorded limitations
- Abstract-level evidence only; full text was not inspected and no PDF was downloaded.
- O&M membership is evidenced by the retained public Formal & Informal Structures listing result. Its result URL is session-contextual and omits the journal_id; the retained bytes display the exact family label, query, and 50-posting denominator.
- The result is model-specific; the abstract reports no empirical validation or population denominator.
- No paper-specific license statement was displayed; the site-wide footer reserves rights, so the record paraphrases only.
Source independence
ssrn-only