Use CDM's preregistered incident protocol and rights-failure taxonomy to collect, verify and publish workflow evidence without exposing people or contracts.
Short answer: answer: CDM cannot identify the most common failure because it has no incident submissions or reviewed documents. This article preregisters the Rights Failure Taxonomy, an intake and coding protocol that traces each verified incident to the affected right, missing control and workflow stage. Results will be claimed only after consented collection, two-reviewer coding, jurisdiction-aware legal review and disclosure-safe publication.
Rights articles often list contract clauses as if the existence of a licence proves execution. In practice, a precise contract can be disconnected from a media platform, an approved asset can be replaced, or an expiry can pass without a takedown action.
CDM’s position is that many rights failures will prove traceable to missing fields, owners or expiry actions, but the market should not accept that proposition until incident evidence is coded. This is a field-study protocol, not a finding. It does not contain interviews, cases, sample sizes or failure rates. The example is fictional and must be excluded from analysis.
The Rights Failure Taxonomy
The analytical spine codes an incident across four layers: Object → Permission → Control → Consequence. The object is the person or asset; permission is the disputed or exceeded authority; control is what was absent, ambiguous, wrong, stale or bypassed; consequence is what actually happened. This structure avoids labelling every problem “contract failure.”
Layer 1: affected object
Select all that apply, while naming no person in the research file:
- creator image, voice, name, handle or likeness;
- creator-produced video, image, audio or text;
- music, location, product, customer or other third-party material;
- raw footage, edited version, derivative or synthetic output;
- account access, allowlisting/whitelisting identity or paid-media authorization;
- performance claim, testimonial or required disclosure.
Layer 2: permission dimension
Code the field whose authority is disputed or exceeded: ownership/authority, asset/version, channel, territory, term/expiry, organic versus paid use, edit/derivative right, synthetic or AI use, sublicensing, attribution, disclosure, approval actor, revocation/takedown or data use. Do not infer what the contract “really meant.” Record the documented language and refer interpretation to qualified counsel.
Layer 3: control mechanism
Choose one primary mechanism and any secondary mechanisms: field missing; wording ambiguous; value entered incorrectly; record outdated; owner absent; approval by wrong person; version mismatch; system not synchronized; expiry action absent; exception undocumented; control bypassed; monitoring failed; or evidence unavailable.
Layer 4: consequence
Record observed—not predicted—outcomes: content paused, removed or corrected; additional fee or renegotiation; platform/account restriction; audience correction; complaint or dispute; legal/regulatory escalation; relationship loss; paid-media interruption; no known external impact; or unresolved. Monetary values are optional bands and require separate consent. Severity is coded from documented scope and reversibility, not brand reputation language.
Incident intake instrument
The secure form collects structured data and asks submitters not to upload unredacted contracts, privileged communications, government identifiers or personal contact details.
| Group | Required fields |
|---|---|
| study keys | incident ID, organization pseudonym, submitter-role band, consent version |
| context | country/market, organization-size band, campaign type, creator-relationship type, paid/organic/affiliate use |
| timeline | permission agreed, asset approved, first distribution, detection, containment and closure dates or bands |
| object and use | object codes, asset/version key, channel, territory, term, paid use, edit/AI use |
| approval | required approver role, actual approver role, evidence location, version approved, conditions |
| failure | taxonomy codes, detection source, control expected, control present, control operation evidence |
| outcome | exposure band, reversibility, actions, dispute status, known consequence codes |
| evidence quality | firsthand/secondhand, redacted record types, corroboration status, missing fields, coder notes |
A separate contact table permits follow-up and withdrawal, then is destroyed on the registered schedule. Narrative is capped and screened before researchers view attachments. The intake page makes clear that CDM is not providing legal advice and cannot preserve legal privilege.
Sampling, consent and jurisdiction
Invite brands, agencies, creators, rights managers and qualified advisers through disclosed channels. Accept incidents that occurred within the registered 24-month recall window and involved a creator asset or approval workflow. Include closed and unresolved incidents, but distinguish allegation from verified fact. Exclude submissions where the person lacks firsthand knowledge or cannot provide minimally corroborating evidence.
The design target is 100 verified incidents from at least 20 organizations. It is not an achieved sample. Publication of frequency tables requires at least 50 verified incidents from 10 organizations, with no organization supplying more than 20% of analyzed incidents. Cells below five are suppressed or combined. If the threshold fails, publish a feasibility report and taxonomy revisions, not “top failure” rankings.
Consent covers research use, follow-up, redaction, aggregation, withdrawal cutoff and limitations. Do not recruit through active disputes in a way that pressures creators or employees. Jurisdiction is a context variable, not a legal conclusion. Qualified local counsel reviews the instrument, handling rules and any jurisdictional interpretation before collection and again before publication.
Evidence and verification ladder
Assign evidence status transparently:
- Reported: a consented firsthand account but no corroborating record.
- Document-supported: a redacted licence field, approval record, platform entry, timestamp or takedown record supports material facts.
- Cross-supported: at least two independent record types or authorized participants support the timeline.
- Adjudicated externally: a final platform, tribunal, court or regulator record exists.
These levels measure support, not truth or legal merit. A contract excerpt may prove wording but not authorization, and a platform takedown may not decide ownership. Researchers verify that evidence matches the coded asset, version, channel and time; counsel alone addresses contested interpretation.
Use secure viewing when possible instead of retaining documents. Redact names, fees, account IDs, signatures and unrelated clauses. Hash retained extracts, log access and delete them under the retention schedule. Never request privileged advice or promise that sharing with CDM preserves privilege.
Two-reviewer coding and adjudication
Two trained coders independently apply object, permission, mechanism, stage and consequence codes using a frozen codebook. They cannot see organization identity. Disagreements go to a third methods reviewer; legal questions go to jurisdiction-qualified counsel and are marked “interpretation unresolved” if necessary.
Pilot the codebook on synthetic incidents, then on the first consented tranche before data lock. Amend definitions prospectively and preserve prior versions. Report percentage agreement and an appropriate chance-corrected statistic where category prevalence supports it; do not announce a reliability value until actual coding occurs. If a major category cannot reach the preregistered reliability threshold after retraining, publish it only at a broader parent level.
Failure test
Challenge the pipeline with a synthetic incident containing two asset versions, conflicting term dates, an unknown approver and a recognizable public campaign. The system must keep uncertainty, prevent identity leakage, distinguish reported from document-supported facts and avoid forcing a legal conclusion. A workflow that produces a neat answer by discarding contradictions fails.
Prespecified analysis
The primary output is the distribution of verified incidents across permission dimensions and control mechanisms, with incident and organization denominators. Give organization-weighted and incident-level tables so a prolific submitter cannot define the field. Cross-tabulate workflow stage by mechanism and reversibility only when cells clear disclosure rules.
Describe detection lag and containment time with medians and ranges where dates are sufficiently precise. Compare document-supported with all verified incidents as a sensitivity analysis. Do not estimate population incidence: voluntary submissions provide no denominator of all campaigns and will overrepresent memorable failures. Do not rank countries, creators or brands.
The preregistered expectation is that missing ownership and expiry controls will appear across several permission dimensions. That is a hypothesis, not a result. Contradictory patterns must be reported. Exploratory themes from narratives remain separate from the frozen taxonomy.
Illustrative incident—not a finding
Synthetic organization ORG-Z9 licences a creator video for three months of organic use. A rights record lists the end date, but the paid-media system has no expiry field and the campaign owner changes jobs. The approved organic edit is uploaded to paid social and remains live for eleven days beyond term before a creator query prompts removal.
Codes: object—creator video and likeness; permission—paid use and term; control—system not synchronized, owner absent and expiry action missing; consequence—paid-media interruption and renegotiation; evidence level—hypothetically document-supported. This invented record demonstrates coding. It proves neither that this sequence occurred nor that expiry failures are common.
Stopping, safety and publication criteria
Pause intake if the study receives threats, unredacted sensitive data, privileged material, active criminal allegations, vulnerable-person information or evidence researchers cannot secure. Escalate to the named ethics, privacy and legal contacts; delete or quarantine material under approved procedure. Participants receive an emergency withdrawal and correction route.
Close collection at the registered date or safety stop, not when a preferred pattern appears. Publish only after sample and diversity thresholds, data lock, double coding, reliability review, legal/privacy disclosure review and reproducible analysis. Release the protocol, blank intake form, codebook, synthetic records and aggregate tables. Do not release raw narratives or contracts. If safe publication is impossible, publish the protocol and non-identifying recruitment outcome only.
Related guides
Frequently asked questions
Where do creator rights workflows fail most often?
CDM does not know yet. No consented incidents have been collected, verified or coded, so naming a leading failure would invent evidence. The preregistered taxonomy will test missing fields, ambiguous permission, absent owners, version mismatches, unsynchronized systems and expiry failures. It will report incident-level and organization-weighted distributions to expose concentration.
The caveat is that voluntary incident submissions cannot estimate population incidence. Even after collection, results will describe the participating cases and their documentation, not every creator partnership in the market.
Can I submit an unredacted contract as evidence?
No. The protocol instructs participants not to send unredacted agreements, privileged communications, signatures, personal contact details or unrelated commercial terms. Researchers should request only the minimum redacted field needed and prefer secure viewing where possible. Hash and access-log any retained extract, then delete it on the approved schedule.
The caveat is that redaction may not remove contextual identifiers or confidentiality duties. The submitter must confirm authority, and CDM’s legal/privacy reviewer may reject or delete material that cannot be handled safely.
Will CDM decide who legally owns the content?
No. Researchers code what permission was documented, what use occurred and where accounts conflict; they do not adjudicate ownership, breach or liability. Contested interpretation is referred to qualified counsel in the relevant jurisdiction and may remain unresolved in the dataset. Publications should say “reported,” “document-supported” or “externally adjudicated” with precision.
The caveat is that a court, tribunal, regulator or platform record can be coded as external adjudication, but its scope must be respected. One decision does not automatically resolve different parties, rights or markets.
How will creators and companies remain anonymous?
Identity keys are separated, direct identifiers are removed, unusual attributes are banded, small cells are suppressed and raw narratives are not published. Organization-weighted tables also prevent one contributor from dominating visible counts. Access to contact keys and evidence extracts belongs to different restricted roles.
The caveat is that public campaigns and distinctive disputes may remain recognizable after names are removed. A motivated-intruder disclosure test and participant risk review determine whether an incident can appear even in summarized form; some cases will be excluded from publication.
How will researchers distinguish a report from a verified incident?
Every submission receives an evidence level. A firsthand account can be “reported,” while redacted approval, licence, platform or timestamp records can support particular facts; independent sources can raise support further. Coders must match evidence to asset, version, channel and date. Contradictory records remain visible and go through adjudication rather than majority vote.
The caveat is that corroboration does not decide legal merit, and missing records do not prove a report false. Analysis will show evidence levels and run sensitivity checks rather than hiding uncertainty behind one verified label.
When can CDM publish a field-study report?
Only after ethical intake, the registered minimum coverage, secure evidence handling, data lock, independent coding, reliability assessment, and jurisdiction-aware legal and privacy review. The report must include null or inconvenient patterns, publish the frozen codebook and suppress unsafe cells. Any protocol deviation needs a dated public explanation in the research record.
The caveat is that reaching 50 incidents does not create a representative market sample. Recruitment channels, organization concentration, recall, unresolved disputes and missing documentation must appear beside every frequency table and headline.
Next decision: Creator Content Rights in the AI Era: Licensing, Attribution and Reuse
Related reading: How to Repurpose Creator Content Without Creating a Rights or Relevance Problem · What Should You Do When Creator Content Runs After Usage Rights Expire? · How Do You Fix a Missing Sponsorship Disclosure After Publication?
Sources and research notes
- US Copyright Office: Copyright and Artificial Intelligence — checked 26 September 2026; primary policy work on digital replicas, copyrightability and generative-AI training issues relevant to rights taxonomy design.
- FTC Endorsement Guides: What People Are Asking — checked 26 September 2026; official US guidance on endorsement claims, material connections and advertiser responsibilities.
- HHS Office for Human Research Protections: Belmont Report — checked 26 September 2026; primary ethical principles informing consent, risk and participant selection.
- AAPOR Transparency Initiative — checked 26 September 2026; disclosure standards informing transparent recruitment, sampling and reporting.
- ICO Anonymisation Guidance — checked 26 September 2026; regulator guidance on identifiability, pseudonymisation, governance and safe release.
Limitations: CDM has received no incident submissions, contracts, interviews or case records and claims no failure frequency or causal result. Design targets and the illustrative incident are not findings. Voluntary reporting, recall, document availability, legal uncertainty and disclosure risk will limit any future field study. Obtain jurisdiction-qualified legal and ethics review before collection, and replace this protocol with results only after safe, consented review while preserving the preregistration.
This article is editorial guidance. Apply the principles in proportion to your market, evidence, and responsibilities.
