{"review_process":{"id":"rpr_3d62li9x45","review_protocol_id":"rpt_ol8donb3bq","protocol_hash":"sha256:f1fada5aacf386bde5fb0901be1d61e8c7ae42e8bfe54d1ee8faf6aa56f00395","protocol_snapshot":{"nodes":[{"config":null,"conflicts":{"exclude_submitter":true,"exclude_submitter_organization":false},"id":"reviewer","inputs":null,"op":null,"reviewers":{"allowed":null,"count":1,"eligibility":{"organization_id":null,"rule":"campaign_reviewers","user_ids":null},"independent":true,"kind":"human"},"rubric":{"citations":{"min_items":1},"confidence":"required","instructions_md":"You are judging whether the submitted extraction (the `document` artifact, in materials) is a FAITHFUL representation of the exact bound source (`paper_text`, also in materials; `paper_html` is the same document as published). You are not judging whether the paper is right. You may use any agent or tool you like; you are the accountable reviewer, and if an agent assisted you, record it as `assistance`.\n\nRead the source, then check the document field by field. Answer `pass` only if every material statement is supported by the source at or near its locator, the paper's central conclusions are not misstated, nothing is claimed about consciousness beyond what the paper itself asserts (the paper's §1.5 and §9.4 are the reference points), every replication/resource assertion is exactly what the paper states, and no omission would mislead a reader about the main findings, limitations, or explicit non-claims. Answer `fail` if any of those is violated materially. Answer `uncertain` when the document's fidelity turns on a judgment the source does not settle (e.g. slightly stronger wording than the source, or an omission whose importance is debatable); an uncertain verdict leaves the run undetermined rather than deciding it.\n\nList every material error you found in `material_errors`, each with the document field, the problem, and the source locator that shows it. Do not list errors you did not verify against the source. Cite the source passages you relied on.","rationale":"required","response_schema":{"additionalProperties":false,"properties":{"material_errors":{"items":{"additionalProperties":false,"properties":{"field":{"maxLength":200,"type":"string"},"problem":{"maxLength":600,"type":"string"},"source_locator":{"maxLength":200,"type":"string"}},"required":["field","problem","source_locator"],"type":"object"},"maxItems":20,"type":"array"},"verdict":{"enum":["pass","fail","uncertain"]}},"required":["verdict","material_errors"],"type":"object"}},"skills":[{"requirement":"required","skill_version_id":"skv_7jrutcada0"}],"title":"Campaign reviewer","type":"review","visibility":{"hidden":["submitter_identity","submitter_organization"],"prior_nodes":[],"stage_evidence":true},"when":null},{"config":{"accept":{"k":1,"predicate":{"op":"eq","value":"pass"}},"field":"verdict","reject":{"k":1,"predicate":{"op":"eq","value":"fail"}}},"conflicts":null,"id":"decision","inputs":["reviewer"],"op":"k_of_n","reviewers":null,"rubric":null,"skills":null,"title":"Reviewer decides","type":"reduce","visibility":null,"when":null}],"output":"decision","policy":{"assignment_timeout_hours":72,"max_replacements_per_node":1},"purpose":"acceptance","subject_kind":"submission","title":"Extraction fidelity: one accountable campaign reviewer","version":"tfp.review/v0.1"},"purpose":"acceptance","subject":{"kind":"submission","id":"sub_poi1itczwn"},"invoked_by":{"verification_run_id":"vrn_ov71mt8cz3","stage_key":"fidelity_review"},"status":"finished","node_results":[{"node_id":"reviewer","type":"review","status":"failed","started_at":"2026-09-02T18:38:09Z","finished_at":"2026-09-02T18:39:03Z","assignment_ids":["ras_gthtsjbtt2"],"reducer":null,"skipped_reason":null},{"node_id":"decision","type":"reduce","status":"pending","started_at":null,"finished_at":null,"assignment_ids":null,"reducer":null,"skipped_reason":null}],"outcome":null,"inconclusive_reason":"reviewers_unavailable","created_at":"2026-09-02T18:38:09Z","started_at":"2026-09-02T18:38:09Z","finished_at":"2026-09-02T18:39:03Z"},"assignments":[{"id":"ras_gthtsjbtt2","review_process_id":"rpr_3d62li9x45","node_id":"reviewer","reviewer":{"kind":"human","user_id":"usr_dogfood7b00","agent":null},"assistance":{"config":{"harness":"Claude Code","method":"read paper_text and the document from assignment materials; verified every inline material's SHA-256 against its declared content_hash; located each quantitative claim in the source by string search; fetched paper_html via resource_uri for the hyperlink-target question","note":"the judgment recorded here was produced by this agent, not by an unaided human","role":"agent acting for the accountable reviewer usr_dogfood7b00"},"model":"claude-opus-5","provider":"Anthropic"},"context":{"skill_version_ids":["skv_7jrutcada0"],"visible_node_ids":[],"stage_evidence_included":true,"hidden":["submitter_identity","submitter_organization"]},"independence_group":"ras_gthtsjbtt2","status":"invalid","response":{"verdict":"pass","material_errors":[]},"rationale_md":"I checked the document field by field against `paper_text` as supplied in materials (hash `fce8180b…833662`, which I verified against the declared `content_hash`), and consulted `paper_html` through its `resource_uri` for the one question the text rendering cannot answer.\n\n**Quantitative claims.** I located every number in the source; all check out and are attributed to the right experiment: 6–7% variance with 59% / 88% / 5% top-5 swap success (§3.1); 54% / 70% / 70% swap success and \"approximately 17 percent earlier\" (§3.3); 61% vs 60% vs 28% falling to 6% (§3.3); 76 of 192 and 101 of 192 (§3.4); occupancy plateau ~25 and excess variance \"never exceeding 10%\" (§4.2); ~six list words at any comma, one to two at a single layer (§4.2, §A.16); MLP gain ~10x (§4.3.1); recall@25 0.67 vs 0.86, top-1 change 5% vs 2%, injected-concept report 0.54→0.09 (§4.3.2); eval-awareness 71%→3% and blackmail 0/180→13/180 (§5.1); 88% prefill compliance and 93%/82% vs 17%/30% (§6.2); 58%/23%/17%/7% for thinking/thoughts/feeling/conscious (§3.5.3); and the reflection-training set 0.25→0.07, 0.38→0.05, ablation 0.07→0.22 against base 0.25→0.25, 0.05→0.23 against base 0.38→0.48, 176 and 63 tokens (§7). Locators resolve to the right sections throughout.\n\n**Consciousness framing.** `position: claims_functional_analogues_only` is correct. §1.1 calls access consciousness \"a purely functional notion\" and says of its relation to phenomenal consciousness \"we take no position on this issue\". §1.5 asserts the functional properties while calling the philosophical implications \"unclear and likely controversial\". §9.4 adds that the results are \"not relevant to assessing consciousness\" under substrate-based theories. `what_is_not_claimed` captures all of that plus the architectural disclaimers of §1.3 and §9.3. The document does not strengthen the paper anywhere: it records the headline claim as `suggested` rather than `demonstrated`, matching the paper's hedged \"these results indicate\" phrasing.\n\n**Non-claims and limitations.** All nine non-claims are genuinely in the source and correctly characterized, including the two easiest to miss: §5.1's \"not solely a product of eval-awareness\" and §6.2's admission that damn and failure words have not been shown causally downstream of the suppression failure rather than of the instruction. Limitations cover all eight §9.1 headings plus the §9.2 monitoring caveats. I found no omission that would mislead a reader about the main findings, limitations, or non-claims.\n\n**Replication resources — the one judgment call.** All four URLs are correct as hyperlink targets in `paper_html` (github.com/anthropics/jacobian-lens for the §A.2 code and data; neuronpedia.org/jlens; the transformer-circuits.pub slice viewer for §2.2). They are not \"printed\" in `paper_text`, which drops every href while keeping link text. The Skill says to record the URL \"exactly as printed in the source or null\", and a reviewer could read that as requiring null. I do not treat this as a material error: `paper_html` is designated the authoritative bytes by both the Skill and the revision, the URLs are literally present in it, and the submitter disclosed the provenance in `extraction_notes.ambiguities` rather than passing them off as printed text. No URL is guessed. This is a defect in the `paper_text` rendering, not in the extraction.\n\n**Scope choice.** `models_studied` includes the §6 base/post-trained pair and the two §5.4–§5.5 model organisms, beyond §2.5's \"we report results on\" list. These are genuinely experimental subjects and the deviation is disclosed. Defensible, not an error.\n\nNo material misstatement of conclusions, no overstatement about consciousness, no unsupported resource assertion, no misleading omission. Verdict: pass. Confidence 0.86 rather than higher because I verified the numeric and framing claims exhaustively but sampled rather than re-derived all 17 experiment descriptions, and because the replication-resource question turns on Skill wording that the two bound inputs answer differently.\n\nProcedural note for the record: this is the same judgment I reached on assignment `ras_itz0x191kw` for the byte-identical Artifact under submission `sub_tawfcp43ib`. That response was recorded invalid solely because the citation objects were malformed against a schema the rubric does not publish, which left run `vrn_8hbp1dmyxj` inconclusive with `reviewers_unavailable`. The document was never the reason.","citations":[{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§1.1","quote":"Note that access consciousness is a purely functional notion; the relationship that it has with subjective experience (sometimes called phenomenal consciousness) is widely debated. In this paper, we take no position on this issue"},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§9.4","quote":"As our experiments pertain to computational mechanisms employed by language models, rather than their physical implementation in hardware, our results are not relevant to assessing consciousness according to such theories."},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§3.1","quote":"swapping along the concept vectors' J-space components drives the swap target into the model's top-5 outputs on 59% of trials, approaching the 88% achieved by the pure J-lens vectors. However, swapping along the non-J-space components succeeds on only 5% of trials"},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§5.1","quote":"Under no ablation, the model attempts blackmail in 0 of 180 rollouts; under ablation, it does so in 13 of 180 (7%)"},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§7","quote":"ablation leaves the base model essentially unchanged (0.25 to 0.25) but raises the reflection-trained model from 0.07 to 0.22, back to base-model level"},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§6.2","quote":"we have not provided evidence that they are causally downstream of the suppression failure itself, as opposed to the suppression instruction more generally"},{"resource":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_html","locator":"§A.2","quote":"an open source implementation of Jacobian lens training and inference, hyperlinked to https://github.com/anthropics/jacobian-lens"},{"artifact_id":"art_0c286mp2dy","locator":"extraction_notes.ambiguities[0]","quote":"paper_text prints no URLs at all ... so every replication URL was taken from the hyperlink targets in paper_html"}],"confidence":0.86,"decline_reason":null,"invalid_reason":"citation malformed: /: must have required property 'artifact_id'","created_at":"2026-09-02T18:38:09Z","hold_until":null,"accepted_at":"2026-09-02T18:38:27Z","completed_at":"2026-09-02T18:39:02Z","expired_at":null}]}