Axis
A dimension of ideology. There are five: Ownership, Power Concentration, Traditionalism, Governance Scope, and Democratic Accountability. Each is scored independently from −4 to +4. An article can be left on one axis and right on another. No collapsing, no averaging.
NOT the same as: A lens. Axes are WHAT we measure. Lenses are HOW we measure.
Spectrum
The full theoretical range on an axis, from one philosophical endpoint to the other. Defined by political philosophy, not by the current media landscape. Marx to Rothbard on ownership. The spectrum is permanent — it doesn't shift. The Overton window moves within it.
NOT the same as: The Overton window. The spectrum is the ruler. The window is what the ruler measures.
Rubric
The scoring scale that defines what each integer level means on each axis. Each level is described as a governance reality profile — a description of the world the article's assumptions match. "+1 on ownership" means the article assumes private ownership as the default without questioning it.
NOT the same as: A lens or a model. The rubric defines what the numbers mean. Lenses detect signal. Models convert signal into numbers.
Score
A position on an axis. An integer from −4 to +4. A score alone is incomplete — it needs mode and engagement to be meaningful.
NOT the same as: A finding on its own. A score without mode and engagement is like a temperature without knowing if the thermometer was in the sun or the shade.
Mode
Whether the article argued the position (explicit), assumed it without stating it (implicit), or did both (mixed). Implicit positions are often more diagnostic because they reveal what the writer treats as the unmarked default.
NOT the same as: Engagement. Mode is about HOW the position appears in the text.
Engagement
How centrally the article engages a given axis, scored 1 to 4. An article can score +2 on ownership with engagement 1 (barely touches economic framing) or engagement 4 (the entire article is about private ownership). Both are +2. They are not the same article.
NOT the same as: Mode. Engagement is about HOW MUCH the axis matters to the article.
Lens
An observational instrument that detects a specific kind of signal in text. There are 14 lenses organized in 6 depth tiers, from surface-level framing down to narrative continuity. Each lens uses a "Category: Parameter / Parameter" naming format that describes what it measures.
NOT the same as: An axis. A lens can feed signal to multiple axes. Lens 6 (Causation: Individual / Systemic) is the primary diagnostic for BOTH Ownership and Democratic Accountability.
Depth Tier
A grouping of lenses by how deep they look into the text. Six tiers: Surface, Frame, Structure, Context, Absence, Continuity. The numbering of the lenses follows the tiers — Lens 1–2 are Surface, Lens 3–5 are Frame, and so on. The numbering IS the process.
NOT the same as: An "escalation pass." The old five-pass escalation model was merged into the depth tier structure.
Observation
What a lens produces when it examines an article. A specific, concrete finding tagged to one or more axes. "The article centers the founder's vision without mentioning the workforce" is an observation. "+2 on ownership" is NOT an observation — that's a score, which comes later.
NOT the same as: A score. Observations are raw material. Scores are derived from observations.
Exhibit
A short paraphrased passage from the article used as evidence for a score. Exhibits are always paraphrased, never direct quotes longer than 15 words. Each exhibit is tagged with the lens that identified it and the axis it supports.
NOT the same as: A quote or a citation. Exhibits come from the article being analyzed. Citations come from the source bibliography.
Scoring Model
A method for converting lens observations into axis scores. There are five models, each using a fundamentally different approach: Trip Wire (default), Elimination, Accumulation, Fingerprint, and Debate. All five share the same lens extraction output.
NOT the same as: A lens. Models aggregate what lenses found. Lenses don't produce scores — models do.
Evidence Chain
The full audit trail connecting a score back to the article text: Score → Rubric level → Exhibit → Observation → Lens → Article text. If someone disagrees with a score, the evidence chain tells them exactly where their disagreement sits.
NOT the same as: An evidence file. Evidence chains are for article analyses. Evidence files are for figure profiles.
Anchor
A vetted calibration point in the scoring library. A real-world figure, law, institution, or court decision whose position on the axes has been determined through the full evidence-first process and has passed the vetting chain (internal review → scholar review → co-publication → versioned release). Once a figure becomes an anchor, other figures and articles are measured against them. Anchors are what make "+1" mean the same thing across every analysis.
NOT the same as: A profile. Every anchor has a profile, but not every profile becomes an anchor. A profile becomes an anchor only after vetting.
Anchor Library
The complete set of vetted anchors the scoring engine calibrates against. Mapped across 5 axes × 9 score levels, tracked by policy domain. The library's coverage determines the engine's precision.
NOT the same as: The evidence file collection. The library contains only vetted, live anchors. The evidence file collection includes all drafted profiles, vetted or not.
Coverage Map
A visualization showing where anchors exist across all axes and score levels, and where gaps remain. Gaps trigger the "scavenger hunt" — targeted research to find real-world governance examples that fill empty spectrum regions. The coverage map drives anchor selection through purposive sampling.
NOT the same as: A finding about media. The coverage map is a diagnostic tool for the calibration library itself.
Profile
A scored three-band record for any figure, institution, or cultural work. Contains scores on all five axes for each of the three bands, calibrated against the existing anchor library, plus cross-axis findings and band gap analysis. A profile is the output of Figure Analysis — the figure is measured by the anchors. It may or may not go on to become an anchor itself.
NOT the same as: An anchor. A profile is the scored output. An anchor is what a profile becomes after passing the vetting chain.
Band
One of three layers in a profile. The universal structure is Individual / Collective / Output, with labels that adapt per entity type. Politicians: Speech / Platform / Governance. Musical groups: Members / Group Positions / Body of Work. Media outlets: Journalists / Editorial Board / Published Coverage. Each band is scored independently. The gap between bands is a finding.
NOT the same as: An axis. Bands are layers of an entity (what they said vs. what they did). Axes are dimensions of ideology (ownership vs. state power).
Band Gap
The distance between a figure's scores across the three bands. A narrow gap means consistency. A wide gap reveals the distance between rhetoric and reality. The gap is never averaged away — it IS the finding. Obama: speech −1, platform 0, governance +1 on ownership. The one-point rightward step at each band is the diagnostic.
NOT the same as: An error or an inconsistency to resolve. The gap is data.
Evidence File
The full evidentiary record for a figure. Contains the raw evidence inventory (organized by source tier, not by which score it supports), rubric-level mappings, adversarial engagement with at least one credible counterargument per score, derived scores with confidence levels, and a full bibliography. The evidence file is evidence-first: all evidence is gathered before any score is assigned.
NOT the same as: A profile. The evidence file is the evidence. The profile is the scores derived from the evidence.
Source Tier
The evidentiary weight classification for sources used in evidence files. Five tiers: Tier 1 (governance records — highest weight), Tier 2 (primary documents), Tier 3 (peer-reviewed analysis), Tier 4 (quality journalism), Tier 5 (think tank/advocacy — lowest weight, always labeled with known orientation).
NOT the same as: A lens depth tier. Source tiers classify evidence reliability. Lens depth tiers classify observational depth in text. Completely different hierarchies.
Citation
A specific reference in the project bibliography with a web link, DOI, or archive location. Points to a source used in an evidence file or in the methodology documentation.
NOT the same as: An exhibit. Citations point to external sources (academic papers, legislation, archives). Exhibits are paraphrased passages from analyzed articles.
Analysis
One of 10 types of examination the tool performs: Article, Figure, Anchor, Corpus-Level, Author Trajectory, Outlet Drift, Event Spread, Era-Appropriate Dual Scoring, Score Your Own, and Tilt/Shift. Each type asks a different question and some require accumulated data from other analysis types.
NOT the same as: A scoring model. An analysis is a TYPE of question being asked. A model is a METHOD for answering it. Any analysis can be run through any applicable model.
Report / Briefing
A published finding synthesized from one or more analyses. Written for public audiences. Examples: "The Populism Gap" (synthesized from anchor profiles), "The Content Filter as Overton Finding" (meta-analysis). Timed to events or published on a regular cadence.
NOT the same as: An evidence file. Reports are for public audiences and communicate findings. Evidence files are evidentiary records that back up calibration points.
FWA Entry
A Frequently Waged Accusation entry. A pre-published defense against an anticipated challenge to the methodology or a specific anchor placement. Every entry follows: accusation → wrong question → right question → where it lives in the framework → what the framework actually surfaces. Designed so that every challenge forces engagement with evidence.
NOT the same as: A report. FWA entries are defensive — they anticipate and answer challenges. Reports are findings.