- What reaches them
- A rejection with no reason attached, or a status that does not change. The extraction score, the thresholds and which rule ran are in none of it.
- What it means from there
- An outcome that cannot be told apart from never having been read.
- What happens next
- Rewrites the CV toward the wording of the posting, because the wording is the only visible part of the rule.
Automated Filter & Parser Threshold
Algorithmic text extraction, keyword scoring, compliance screening (location/work authorization), and knockout question evaluations.
Barrier B-002 Stage: Ingestion Funnel order: #4 Evidence: established
On the canonical path
Machine work stays mechanical — Automation deduplicates, extracts and orders. It does not decide. Where a rule does end an application, the rule is stated and it is one a person would defend out loud.
This entry is one of the ways that commitment stops being kept.
What it looks like
Composite excerpts, written to be typical of this signal. They are not copies of any particular message, company or person.
- +0.3s Parser extraction score: 84/100 — PASS
- +0.3s Work authorization question: answered — PASS
- +0.4s Knockout rule years_experience >= 5: candidate 6 — PASS
- +0.4s Keyword coverage: 7 of 9 required terms — PASS (threshold 6)
- +0.4s Advanced to recruiter queue
What to notice: Everything at this gate is a threshold on a number. A person who clears it and a person who misses by one term are separated by arithmetic, not by judgement.
Preceded by (inbound gates)
Precedes (outbound gates)
Mechanisms operating at this gate (6)
- M-003 ATS Parser Extraction Failure candidate Multi-column formatting, graphics, custom fonts, or unsupported document layouts cause ATS parser to corrupt or omit critical work history.
- M-006 Stale or Orphaned Job Requisition none Job posting remains active on careers page and aggregator portals despite the team having ceased active hiring or closed headcount.
- M-008 Automated Keyword / Qualification Filter candidate Deterministic filter rejecting applications missing exact acronyms, certifications, or specific years-of-experience thresholds.
- M-011 Employment Gap Downranking Bias none Automated ranking algorithms or human screeners discount candidates with recent career breaks regardless of verified project history.
- M-014 Location or Timezone Compliance Constraint intermediary Company legal or tax entity cannot support remote employment contracts in candidate physical residency jurisdiction.
- M-024 Inflated Requisition Requirements vs Actual Team Needs intermediary Job description demands 10+ niche technologies and Staff-level qualifications for a straightforward feature engineering role.
System interventions targeting this gate
From each side
The same entry from inside each actor that meets it. What reaches them, what it means from there, and what happens next given what they control.
- What reaches them
- An extraction score and a set of rule evaluations on each record, against thresholds the customer configured.
- What it means from there
- A pass or a fail on every rule. A low extraction score is a number and does not separate an unreadable file from an unqualified candidate.
- What happens next
- Applies the rules in order and routes the record. A rule that is on by default is applied the same way as one a customer selected.
- What reaches them
- The queue that cleared the thresholds, and the count of what arrived in it.
- What it means from there
- What reaches the queue is the pipeline for this requisition. The records that missed a threshold are not a list anyone is shown.
- What happens next
- Works the queue that arrived. Changing a threshold would require knowing which one removed whom, and that is not in the fields the queue displays.
- What reaches them
- A shortlist, and the requirements as they were written down.
- What it means from there
- The bar is being applied. A requirement written as a minimum is executed as a minimum, on whatever the parser extracted.
- What happens next
- Adjusts the written requirement when the shortlist looks wrong, which is the only point at which the rule becomes visible from here.
Employer policyNot visible from here
This entry has no view from this position. That is not an oversight in the atlas — it is the finding: a decision made where nobody in this seat can see it.
Public policy and industry standardsNot visible from here
This entry has no view from this position. That is not an oversight in the atlas — it is the finding: a decision made where nobody in this seat can see it.
