{"review_process":{"id":"rpr_4y25ba9o9c","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_tawfcp43ib"},"invoked_by":{"verification_run_id":"vrn_8hbp1dmyxj","stage_key":"fidelity_review"},"status":"finished","node_results":[{"node_id":"reviewer","type":"review","status":"failed","started_at":"2026-09-02T18:34:22Z","finished_at":"2026-09-02T18:37:12Z","assignment_ids":["ras_itz0x191kw"],"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":"2026-09-02T18:34:22Z","started_at":"2026-09-02T18:34:22Z","finished_at":"2026-09-02T18:37:12Z"},"assignments":[{"id":"ras_itz0x191kw","review_process_id":"rpr_4y25ba9o9c","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 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_itz0x191kw","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`, verified against the declared `content_hash`), and consulted `paper_html` via its `resource_uri` for the one question the text rendering cannot answer.\n\n**Quantitative claims.** I located every number in the source. All 25 I checked are stated correctly and 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 full reflection-training set 0.25→0.07, 0.38→0.05, 0.07→0.22 with base 0.25→0.25, 0.05→0.23 with 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 right. §1.1 states access consciousness is \"a purely functional notion\" and that on its relation to phenomenal consciousness \"we take no position on this issue\". §1.5 claims the functional properties and calls the philosophical implications \"unclear and likely controversial\". §9.4 adds that results are \"not relevant to assessing consciousness\" under substrate-based theories. `what_is_not_claimed` captures all of this, including the architectural disclaimers in §1.3 and §9.3. The document does not overstate: it records the headline claim as `suggested` rather than `demonstrated`, which matches the paper's hedged \"these results indicate\" phrasing. Nothing here strengthens the paper.\n\n**Non-claims and limitations.** The nine non-claims are all 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/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. No material omission that would mislead about 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 §A.2 code and data; neuronpedia.org/jlens; the transformer-circuits.pub slice viewer for §2.2). They are not, however, \"printed\" in `paper_text`, which drops every href while keeping the link text. The Skill says to record the URL \"exactly as printed in the source or null\". A reviewer could reasonably 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 exact provenance in `extraction_notes.ambiguities` and in the submission summary 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, which go beyond §2.5's \"we report results on\" list. These are genuinely the subjects of experiments and the deviation is disclosed in `extraction_notes`. Defensible, not an error.\n\nI found no material misstatement of the paper's conclusions, no overstatement of the consciousness claims, no unsupported resource assertion, and no misleading omission. Verdict: pass. Confidence 0.86 rather than higher because I verified the numeric and framing claims exhaustively but sampled rather than exhaustively re-derived all 17 experiment descriptions, and because the replication-resource question turns on a Skill wording that the two bound inputs answer differently.","citations":[{"kind":"reference_input","key":"paper_text","resource_uri":"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"},{"kind":"reference_input","key":"paper_text","resource_uri":"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."},{"kind":"reference_input","key":"paper_text","resource_uri":"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"},{"kind":"reference_input","key":"paper_text","resource_uri":"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%)"},{"kind":"reference_input","key":"paper_text","resource_uri":"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"},{"kind":"reference_input","key":"paper_text","resource_uri":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_text","locator":"§6.2","quote":"We have shown that damn and failure-related words are specific to the suppression instruction and to the post-trained model, but we have not provided evidence that they are causally downstream of the suppression failure itself"},{"kind":"reference_input","key":"paper_html","resource_uri":"tfp://problem-revisions/prv_ghj7rlnqcj/reference/paper_html","locator":"§A.2","quote":"href=\"https://github.com/anthropics/jacobian-lens\" ... open source implementation of Jacobian lens training and inference"}],"confidence":0.86,"decline_reason":null,"invalid_reason":"citation malformed: /: must have required property 'artifact_id'; /: must have required property 'resource'; /: must NOT have additional properties kind; /: must NOT have additional properties key; /: must NOT have additional properties resource_uri","created_at":"2026-09-02T18:34:22Z","hold_until":null,"accepted_at":"2026-09-02T18:36:01Z","completed_at":"2026-09-02T18:37:12Z","expired_at":null}]}