Reference eligibility: eligible — Organization/practitioner describes its own work, rather than selling the featured tool; retain as reported practice with evidence limits, not measured effectiveness.
Editorial planning / XCRE-08
La Cadera de Eva connects editorial signals with audience judgment
A program interview describes a Mexican newsroom’s modular system for connecting outside news signals to its own audience data.
practitioner-reported · AI-assisted-workflow · Source account, not a validated implementation
What goes in
- News feeds
- Audience metrics
What comes out
- Editorial recommendations
Documented sequence
Order described in the source account; not a sequence between pattern families.
- Collect other outlets’ RSS feeds
- Score relevance and sentiment
- Cross-reference audience analytics
- Tune components for geography, authors and editorial verticals
- Email recommendations to editors
Checks described
- Separately adjustable components; formal accuracy evaluation not described
What changes with context
- Small newsroom
- Early informal Slack coordination and demonstration helped gain support
- Project direction changed through instructor feedback
Shared patterns · provisional interpretation
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Compare options for a decision
Options and contextual criteria → reasoned ranking, recommendation, or recorded authorized choice
Fit: partial. Post-codebook exploratory independent review; not held-out validation or observed execution
Could this transfer?
Hypothetical: a public-library programming team could combine local-interest signals and attendance patterns to consider events.
Limit: Popularity is not a substitute for public-interest judgment.
Evidence limits and unknowns
Summary, steps, inputs, outputs and stated constraints selectively paraphrase the linked source. Steps enumerate documented activities; no undisclosed sequence, mandatory gate or comprehensive procedure is asserted. Decision points are analyst-formulated questions grounded in those activities. Motifs, candidate pattern, transfer and codebook implication are hypotheses. Missing checks are marked rather than invented. No personal case records are reproduced.
- Recommendation accuracy
- Effect on coverage diversity
- Publication year
Source eligibility and effectiveness
Allowed use: process reference with explicit limits . Source eligibility is not proof of effectiveness, safety or transferability.
Review attribution: AI-assisted source review · 2026-10-18T03:26:44.526806+00:00.
- Eligibility, where granted, permits a process reference only; it is not proof of usefulness, causal effectiveness, safety, or transferability.
- No workflow software executed, no video playback independently observed, and no outcomes independently measured by this audit.
- Recommendation accuracy
- Effect on coverage diversity
- Publication year
- Popularity is not a substitute for public-interest judgment.
Source and dates
From intuition to intelligence: Building a data-driven newsroom tool ↗ · Original organizational or practitioner account
- Published
- Unknown
- Updated
- Unknown
- Checked (UTC)
- 2026-10-18T03:17:07.984891+00:00
Displayed partial date or event date; see note: 17 Mar
Article displays 17 Mar without a year. Search relative publication metadata is not used to invent a full date.
partial displayed date · Date evidence ↗
Try a bounded adaptation
This generated starter is untested. It is not the source author’s prompt or a reviewed Commons skill.