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1{"text": "{\"genre\":\"replication_or_correction\",\"subfield\":\"asset_pricing\",\"subfield_secondary\":\"return predictability / learning models (corrigendum)\",\"primary_method\":\"none\",\"identification\":{\"estimand\":\"not applicable (correction of coding errors in prior paper's predictability estimates)\",\"strategy\":\"not applicable\",\"key_assumptions\":[],\"threats_addressed\":[],\"causal_language_strength\":1,\"uses_causal_claim\":false},\"abstract_moves\":{\"question\":{\"present\":false,\"sentence_index\":-1},\"gap\":{\"present\":false,\"sentence_index\":-1},\"method\":{\"present\":false,\"sentence_index\":-1},\"results\":{\"present\":false,\"sentence_index\":-1},\"magnitude\":{\"present\":false,\"sentence_index\":-1},\"contribution\":{\"present\":false,\"sentence_index\":-1}},\"introduction\":{\"moves\":[{\"paragraph_index\":0,\"move\":\"motivation\"},{\"paragraph_index\":0,\"move\":\"other\"},{\"paragraph_index\":5,\"move\":\"other\"},{\"paragraph_index\":12,\"move\":\"preview_of_results\"},{\"paragraph_index\":12,\"move\":\"other\"}],\"contribution_paragraph_index\":-1,\"contribution_types\":[\"replication_or_correction\"],\"roadmap_present\":false,\"literature_positioning_location\":\"none\"},\"section_roles\":[{\"idx\":0,\"role\":\"introduction\"}],\"results_presentation\":{\"economic_significance_discussed\":false,\"statistical_significance_language\":\"unclear\",\"magnitude_statements_in_intro\":true},\"robustness\":{\"location\":\"none_seen\",\"types\":[]},\"tables\":{\"convention_notes\":\"No tables are visible in the excerpts. The text says the corrected tables are reported in the erratum, with nontrivial changes underlined.\",\"units_stated_in_notes\":false,\"standard_errors_description\":\"none\"},\"figures\":{\"uncertainty_shown\":\"no_figures\"},\"conclusion\":{\"bounded_claims\":true,\"policy_implications\":false,\"open_questions\":false,\"restates_contribution\":false},\"hedging\":{\"level\":\"low\",\"typical_devices\":[\"assertion that the corrections leave the original conclusions unchanged\",\"flagging which changes are nontrivial\"]},\"claim_evidence\":[{\"claim\":\"Corrected coding leaves the original paper's statements, findings and conclusions unchanged\",\"evidence_type\":\"none_stated\",\"evidence_ref\":\"Introduction para 0 and 12\"},{\"claim\":\"Out-of-sample R2 of the dividend model falls after correction but stays statistically above competing models\",\"evidence_type\":\"table\",\"evidence_ref\":\"Tables III and V (updated)\"},{\"claim\":\"Return predictability R2 of the full learning model changes modestly overall, rising in expansions and falling in recessions\",\"evidence_type\":\"table\",\"evidence_ref\":\"Tables IX and XI (updated)\"},{\"claim\":\"Data and code used to generate the results are made available\",\"evidence_type\":\"none_stated\",\"evidence_ref\":\"Internet Appendix\"}],\"structural_summary\":\"Short corrigendum with a single unnumbered section. It states that coding inconsistencies were found and claims the paper's conclusions are unaffected. It then lists four specific errors as bullets: mixed overlapping and nonoverlapping estimation, a mis-lagged regressor, an unflagged de-meaning in one figure, and a mis-timed inflation series. Next it reports the nontrivial revised R2 statistics, reaffirms that the main conclusions hold, and points to the Internet Appendix for data and code.\",\"writing_profile_keywords\":[\"erratum\",\"bulleted error list\",\"reassurance of unchanged conclusions\",\"revised statistics\",\"code transparency\"],\"confidence\":0.85,\"notes\":\"No abstract, conclusion, tables or figures appear in the excerpts, and paragraph segmentation reflects line breaks rather than true paragraphs. The original paper's methods (Kalman filter, learning model) are mentioned only in passing. Method fields are therefore set to none or not applicable.\"}", "json": {"genre": "replication_or_correction", "subfield": "asset_pricing", "subfield_secondary": "return predictability / learning models (corrigendum)", "primary_method": "none", "identification": {"estimand": "not applicable (correction of coding errors in prior paper's predictability estimates)", "strategy": "not applicable", "key_assumptions": [], "threats_addressed": [], "causal_language_strength": 1, "uses_causal_claim": false}, "abstract_moves": {"question": {"present": false, "sentence_index": -1}, "gap": {"present": false, "sentence_index": -1}, "method": {"present": false, "sentence_index": -1}, "results": {"present": false, "sentence_index": -1}, "magnitude": {"present": false, "sentence_index": -1}, "contribution": {"present": false, "sentence_index": -1}}, "introduction": {"moves": [{"paragraph_index": 0, "move": "motivation"}, {"paragraph_index": 0, "move": "other"}, {"paragraph_index": 5, "move": "other"}, {"paragraph_index": 12, "move": "preview_of_results"}, {"paragraph_index": 12, "move": "other"}], "contribution_paragraph_index": -1, "contribution_types": ["replication_or_correction"], "roadmap_present": false, "literature_positioning_location": "none"}, "section_roles": [{"idx": 0, "role": "introduction"}], "results_presentation": {"economic_significance_discussed": false, "statistical_significance_language": "unclear", "magnitude_statements_in_intro": true}, "robustness": {"location": "none_seen", "types": []}, "tables": {"convention_notes": "No tables are visible in the excerpts. The text says the corrected tables are reported in the erratum, with nontrivial changes underlined.", "units_stated_in_notes": false, "standard_errors_description": "none"}, "figures": {"uncertainty_shown": "no_figures"}, "conclusion": {"bounded_claims": true, "policy_implications": false, "open_questions": false, "restates_contribution": false}, "hedging": {"level": "low", "typical_devices": ["assertion that the corrections leave the original conclusions unchanged", "flagging which changes are nontrivial"]}, "claim_evidence": [{"claim": "Corrected coding leaves the original paper's statements, findings and conclusions unchanged", "evidence_type": "none_stated", "evidence_ref": "Introduction para 0 and 12"}, {"claim": "Out-of-sample R2 of the dividend model falls after correction but stays statistically above competing models", "evidence_type": "table", "evidence_ref": "Tables III and V (updated)"}, {"claim": "Return predictability R2 of the full learning model changes modestly overall, rising in expansions and falling in recessions", "evidence_type": "table", "evidence_ref": "Tables IX and XI (updated)"}, {"claim": "Data and code used to generate the results are made available", "evidence_type": "none_stated", "evidence_ref": "Internet Appendix"}], "structural_summary": "Short corrigendum with a single unnumbered section. It states that coding inconsistencies were found and claims the paper's conclusions are unaffected. It then lists four specific errors as bullets: mixed overlapping and nonoverlapping estimation, a mis-lagged regressor, an unflagged de-meaning in one figure, and a mis-timed inflation series. Next it reports the nontrivial revised R2 statistics, reaffirms that the main conclusions hold, and points to the Internet Appendix for data and code.", "writing_profile_keywords": ["erratum", "bulleted error list", "reassurance of unchanged conclusions", "revised statistics", "code transparency"], "confidence": 0.85, "notes": "No abstract, conclusion, tables or figures appear in the excerpts, and paragraph segmentation reflects line breaks rather than true paragraphs. The original paper's methods (Kalman filter, learning model) are mentioned only in passing. Method fields are therefore set to none or not applicable."}, "model": "claude-opus-5-5", "stop_reason": "end_turn", "latency_s": 11.47, "usage": {"input": 1240, "output": 1346, "cache_read": 3968, "cache_write": 0}, "cost_usd": 0.032674, "request_id": "req_011CggqTADwX9bNcbmhS1Tt5", "cached": false, "ts": "2026-11-03T23:08:37+00:00", "effort": "medium"}
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