author- and worker-owned cooperative publisher

Bitterroot Books

A cooperative author- and worker-owned book publisher focused on rural American nonfiction, underserved stories, and shared author economics. Bitterroot sits near the B/A edge because authors and workers share the institution, but it is too new and small to score as a proven A anchor yet.

Why this matters: Bitterroot Books may be one of the cleanest publisher structures in the database, but this pass keeps it at B because public evidence of scale, durability, and governance practice is still thin.

Letter grade B Qualified Medium confidence (AI) Rubric gcd-rubric-v1 Last reviewed May 8, 2026

Final Score 48* B - Qualified

BQUALIFIED48 pts

* Tentative scaffolding score. Not human-checked or final.

Base Material49

Bonus+8

Cap66No structure cap

After Cap57

Penalties-9

!Not Verified

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Evaluation Overview

B - Qualified

The score turns mainly on Ownership, with the largest penalty coming from Reversibility.

Strengths

Ownership10/10
Governance7/10
Extraction7/10

Penalties

Reversibility-5
Accountability Opacity-2
Ecological Harm-1
Identity Capture-1

Evidence state

ConfidenceMedium confidence (AI)
ThoroughnessDeveloped (AI)
Linked claims12
Direct axis claims10
Coverage10/17

Scoring Axes

Axis	Score	Why this score
Ownership ? Control rights: shareholder-dominated at 0, worker cooperative control at 10.	10 / 10	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1]
Governance ? Binding decision authority: centralized control at 0, democratic stakeholder control at 10.	7 / 10	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. That places Bitterroot Books in the middle of Governance: there are accountability mechanisms, but they stop short of broad democratic control. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Extraction ? Surplus allocation, wage share, CEO pay ratio, margins, and structured extraction judgment.	7 / 10	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. That places Bitterroot Books in the middle of Extraction: the institution creates real value but still leaves room for rent extraction, unequal bargaining, or surplus capture. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Labor Sovereignty ? Worker power: coercive conditions at 0, co-determination or ownership at 7. Employee dissatisfaction matters only when source-backed evidence shows concrete limits on worker agency, such as coercive scheduling, retaliation, wage theft, harassment, unsafe conditions, suppression of worker voice, or extreme turnover.	6 / 7	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Solidarity with the Unemployed ? Treatment of exits and nonworkers, including severance, redeployment, and non-competes.	5 / 7	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. That places Bitterroot Books in the middle of Solidarity with the Unemployed: some access, severance, retraining, openness, or mutual-aid value is present, but it is not central or durable. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Loss-Bearing Fidelity ? Willingness to absorb costs to preserve values, workers, users, and public obligations.	5 / 7	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. That places Bitterroot Books in the middle of Loss-Bearing Fidelity: there is some willingness to preserve obligations, but the record still leaves meaningful risk-shifting concerns. The value stays below the top tier because the linked record does not show full democratic control, non-extractive lock-in, or complete stakeholder protection on this axis. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Market Conduct ? Pricing fairness, switching costs, lock-in, and rent extraction.	4 / 5	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]
Product Integrity ? Preservation of quality rather than degradation for monetization.	4 / 5	Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. That places Bitterroot Books high on Product Integrity: the core offering is genuinely useful and comparatively less dependent on traps, degradation, or harmful dependencies. A still-higher or maximum value requires stronger proof that this structure is durable, broad, and not merely discretionary. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2]
Scale Integrity ? Whether growth improves or degrades fairness and accountability.	1 / 5	The linked record identifies Bitterroot Books as a cooperative author- and worker-owned publisher. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence context Bitterroot Books describes itself as a cooperative author- and worker-owned publisher. [1] context Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books. [2] context Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited. [3]

Penalties

Penalty	Applied	Why this penalty
Reversibility ? Applied when positive conduct depends on current living leaders, founders, family owners, or other person-contingent governance rather than durable structure. Range: -5 to 0.	-5	The model is promising but young, so goodness is still highly dependent on follow-through and continued cooperative governance. The model is promising but young, so goodness is still highly dependent on follow-through and continued cooperative governance. That warrants a severe Reversibility penalty because favorable conduct depends on current people or discretionary leadership rather than locked stakeholder structure. The value is near the floor because the conduct appears central, large-scale, repeated, or institutionally powerful rather than incidental. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence The model is promising but young, so goodness is still highly dependent on follow-through and continued cooperative governance. [8]
Ecological Harm ? Footprint, trajectory, irreversibility, culpability, and scale, including whether ecological harm is central to the model and continued after credible notice. Range: -30 to 0.	-1	Physical book publishing and shipping create modest ecological impacts. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Physical book publishing and shipping create modest ecological impacts. [9]
Accountability Opacity ? Material opacity, reputation laundering, or hidden accountability structures that prevent public accountability. Range: -2 to 0.	-2	Detailed author contracts, member rights, and financial flows are not fully public. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Detailed author contracts, member rights, and financial flows are not fully public. [10]
Identity Capture ? Customer pressure, employee pressure, and pervasive identity saturation. Range: -3 to 0.	-1	Mission-centered rural and social-justice identity creates some audience identity clustering. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Mission-centered rural and social-justice identity creates some audience identity clustering. [11]

Bonus Credits

Bonus	Credit	Why this credit
Openness to Dissent ? Credit for tolerating internal, user, customer, worker, and public dissent without retaliation, capture, or viewpoint laundering.	2 / 3	Publishing underserved rural and social-justice stories supports pluralistic cultural expression. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Publishing underserved rural and social-justice stories supports pluralistic cultural expression. [4]
Constitutional Spirit ? Credit for respecting constitutional rights and civil-liberties norms even where private law does not strictly require it.	2 / 3	Broadening authorship and public representation supports a healthier civic and cultural sphere. Broadening authorship and public representation supports a healthier civic and cultural sphere. That supports partial Constitutional Spirit credit because the institution respects speech, privacy, due process, conscience, or civil-liberties norms beyond bare legal compulsion. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Broadening authorship and public representation supports a healthier civic and cultural sphere. [5]
Good Deal ? Credit for unusually fair value: durable quality, fair pricing, low lock-in, and clear customer surplus.	3 / 3	Profit-sharing with authors beyond individual royalties creates unusually strong author value if implemented as described. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Profit-sharing with authors beyond individual royalties creates unusually strong author value if implemented as described. [6]
Cost Transparency ? Credit for clear posted prices, all-in fees, unit costs, public rate cards, margin/cost visibility, or surplus-allocation transparency, especially in markets where opaque quotes, hidden fees, or individualized pricing are normal.	1 / 3	Bitterroot publicly explains its cooperative premise, but operating financials and governance documents are not fully public. Bitterroot publicly explains its cooperative premise, but operating financials and governance documents are not fully public. That supports partial Cost Transparency credit because pricing, margins, fees, funding, or surplus allocation are made meaningfully legible. The value remains partial because the linked record does not show the practice as comprehensive, durable, or central enough for full credit. Calibration notes Comparative anchor: Positive book-publisher search; calibrated against existing trade, academic, nonprofit, worker-owned, author-owned, and self-publishing entries. Uncertainty Focused positive-publisher pass; later review should add direct author-contract, labor, pricing, financial, and governance-document evidence. Linked evidence Bitterroot publicly explains its cooperative premise, but operating financials and governance documents are not fully public. [7]

Confidence Basis

Confidence is computed from the evidence trail and review state, not typed into the profile by hand.

Medium 67/100

12 verified linked claims 10 direct axis claims 0 disputed claims 10/17 components covered

This confidence label measures the source-backed evidence trail. AI-scaffolded scores remain tentative until human review.

Claim confidence 13/20

12 verified linked claims

Source quality 10/18

Best source per verified claim, weighted by institutional reliability

Direct axis-specific claims 9/18

10 direct claims across 17 active components

Dispute load 12/12

0 disputed claims on this entity

Recency 10/10

Newest accepted timestamp: May 13, 2026

Reviewer status 7/12

Human-reviewed components score higher than AI scaffolding

Component coverage 6/10

10/17 evidence-bearing components have direct support

Evidence State

Profile stateAI draft / human-pending

VerificationUnverified

ConfidenceMedium confidence (AI)

ThoroughnessDeveloped (AI)

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Claims and Sources

Claims are the evidence record. Each claim needs a source link, axis category, status, confidence level, and timestamp before it can support a score.

* Tentative scaffolding score. Not human-checked or final.

1Bitterroot Books describes itself as a cooperative author- and worker-owned publisher.

Ownership Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

2Bitterroot Books focuses on rural American nonfiction, underserved voices, social justice, environmentalism, memoir, oral histories, and related books.

Product Integrity Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

3Bitterroot’s author-and-worker cooperative model directly addresses author extraction and worker power, but scale and operating history remain limited.

Calculation Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

4Publishing underserved rural and social-justice stories supports pluralistic cultural expression.

Openness To Dissent Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

5Broadening authorship and public representation supports a healthier civic and cultural sphere.

Constitutional Spirit Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

6Profit-sharing with authors beyond individual royalties creates unusually strong author value if implemented as described.

Good Deal Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

7Bitterroot publicly explains its cooperative premise, but operating financials and governance documents are not fully public.

Cost Transparency Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

8The model is promising but young, so goodness is still highly dependent on follow-through and continued cooperative governance.

Reversibility Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

9Physical book publishing and shipping create modest ecological impacts.

Ecological Harm Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

10Detailed author contracts, member rights, and financial flows are not fully public.

Accountability Opacity Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

11Mission-centered rural and social-justice identity creates some audience identity clustering.

Identity Capture Verified Medium confidence AI-generated / human-pending May 8, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

12Bitterroot Books's public materials state a mission, values, ownership model, advocacy role, or institutional standpoint plainly enough that this record does not identify penalty-level neutrality theater.

Ideological Disavowal Verified Medium confidence AI-generated / human-pending May 9, 2026

AI scaffold

Bitterroot Books official siteGeneral web source · 58%

Alternatives

Competitors

AGOOD60 Bookshare / Benetech nonprofit accessible-ebook library · same market AGOOD59 Creative Commons international nonprofit commons steward · same market AGOOD57 Internet Archive nonprofit digital library · same market AGOOD56 AK Press worker-owned independent book publisher and distributor · same market AGOOD55 Little Free Library nonprofit neighborhood book-sharing network · same market AGOOD54 Consumer Reports independent nonprofit member organization · same market AGOOD53 Wikimedia Foundation nonprofit · same market BQUALIFIED48 Autonomous Press worker-owned independent book publisher · same market

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Audit Log

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May 8, 2026 at 12:00 AM UTC ai-scaffolding positive-publisher-expansion

Added during search for A/B-worthy true book publishers and self-publishing alternatives.

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