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1{2 "validation_errors": [],3 "doc_id": "jof_12836",4 "ontology_version": "1.0",5 "prompt_version": "1.0",6 "model": "claude-opus-5-5",7 "effort": "medium",8 "annotated_at": "2026-11-03T23:10:33+00:00",9 "source_sha256": "2cd048a43f0ac728090e3b88fca9249baed456c9fc07d991aae82e24fc66f344",10 "parser": "pymupdf-jof-heuristics-1.3",11 "payload_chars": 28574,12 "usage": {13  "input": 9727,14  "output": 2317,15  "cache_read": 3968,16  "cache_write": 017 },18 "cost_usd": 0.086042,19 "request_id": "req_011CggqbFPiUXWGbNJTiJhvW",20 "annotation": {21  "genre": "empirical",22  "subfield": "asset_pricing",23  "subfield_secondary": "behavioral_finance",24  "primary_method": "reduced_form_regression",25  "identification": {26   "estimand": "Return predictability and risk-exposure associations of the market-to-value and value-to-book components of market-to-book",27   "strategy": "RRV valuation-model decomposition of market-to-book, followed by portfolio sorts, Fama-MacBeth regressions, beta-spread comparisons and second-pass pricing tests on component-sorted portfolios",28   "key_assumptions": [29    "Industry multiples-based valuation model captures fundamental value",30    "Covariances and characteristics are estimated with precision (joint hypothesis)"31   ],32   "threats_addressed": [33    "joint hypothesis problem acknowledged",34    "microstructure noise in equal-weighted returns (RW/VW weighting)",35    "small-stock dominance (size-conditional sorts)",36    "industry classification choice (alternatives for robustness)"37   ],38   "causal_language_strength": 2,39   "uses_causal_claim": false40  },41  "abstract_moves": {42   "question": {43    "present": true,44    "sentence_index": 045   },46   "gap": {47    "present": false,48    "sentence_index": -149   },50   "method": {51    "present": true,52    "sentence_index": 053   },54   "results": {55    "present": true,56    "sentence_index": 157   },58   "magnitude": {59    "present": false,60    "sentence_index": -161   },62   "contribution": {63    "present": true,64    "sentence_index": 465   }66  },67  "introduction": {68   "moves": [69    {70     "paragraph_index": 0,71     "move": "motivation"72    },73    {74     "paragraph_index": 0,75     "move": "tension_or_puzzle"76    },77    {78     "paragraph_index": 1,79     "move": "contribution_statement"80    },81    {82     "paragraph_index": 1,83     "move": "preview_of_approach"84    },85    {86     "paragraph_index": 2,87     "move": "preview_of_results"88    },89    {90     "paragraph_index": 3,91     "move": "mechanism_or_theory_sketch"92    },93    {94     "paragraph_index": 4,95     "move": "preview_of_results"96    },97    {98     "paragraph_index": 5,99     "move": "preview_of_results"100    },101    {102     "paragraph_index": 6,103     "move": "preview_of_results"104    },105    {106     "paragraph_index": 7,107     "move": "preview_of_results"108    },109    {110     "paragraph_index": 8,111     "move": "preview_of_results"112    },113    {114     "paragraph_index": 9,115     "move": "preview_of_results"116    },117    {118     "paragraph_index": 10,119     "move": "preview_of_results"120    },121    {122     "paragraph_index": 11,123     "move": "preview_of_results"124    },125    {126     "paragraph_index": 12,127     "move": "preview_of_results"128    },129    {130     "paragraph_index": 13,131     "move": "contribution_statement"132    },133    {134     "paragraph_index": 13,135     "move": "other"136    },137    {138     "paragraph_index": 14,139     "move": "roadmap"140    }141   ],142   "contribution_paragraph_index": 1,143   "contribution_types": [144    "new_evidence"145   ],146   "roadmap_present": true,147   "literature_positioning_location": "both"148  },149  "section_roles": [150   {151    "idx": 0,152    "role": "introduction"153   },154   {155    "idx": 1,156    "role": "literature"157   },158   {159    "idx": 2,160    "role": "data"161   },162   {163    "idx": 3,164    "role": "results"165   },166   {167    "idx": 4,168    "role": "results"169   },170   {171    "idx": 5,172    "role": "results"173   },174   {175    "idx": 6,176    "role": "conclusion"177   },178   {179    "idx": 7,180    "role": "appendix"181   }182  ],183  "results_presentation": {184   "economic_significance_discussed": true,185   "statistical_significance_language": "mixed",186   "magnitude_statements_in_intro": true187  },188  "robustness": {189   "location": "mixed",190   "types": [191    "alternative_specification",192    "alternative_measure",193    "subsample"194   ]195  },196  "tables": {197   "convention_notes": "Notes state the sample period, the estimation method (Fama-MacBeth, ordered logit, second-pass OLS), the weighting scheme (RW/VW), units (monthly returns in percent) and the panel structure. P-values appear in parentheses for some tables.",198   "units_stated_in_notes": true,199   "standard_errors_description": "unclear"200  },201  "figures": {202   "uncertainty_shown": "unclear"203  },204  "conclusion": {205   "bounded_claims": true,206   "policy_implications": false,207   "open_questions": true,208   "restates_contribution": true209  },210  "hedging": {211   "level": "moderate",212   "typical_devices": [213    "joint hypothesis caveat",214    "'unlikely explanation' phrasing",215    "'consistent with' language",216    "explicit disclaimer of not taking a stance on whether characteristics are priced",217    "'mixed evidence' labeling"218   ]219  },220  "claim_evidence": [221   {222    "claim": "Market-to-value drives the entire value strategy return; value-to-book has insignificant return spread",223    "evidence_type": "table",224    "evidence_ref": "Table II, Table III, Figure 1"225   },226   {227    "claim": "IST shock exposure of value strategy stems mainly from value-to-book",228    "evidence_type": "table",229    "evidence_ref": "Table VI"230   },231   {232    "claim": "Assets-in-place/operating leverage differences arise from value-to-book only",233    "evidence_type": "table",234    "evidence_ref": "Table VII"235   },236   {237    "claim": "Cash flow duration differences derive from unpriced value-to-book",238    "evidence_type": "table",239    "evidence_ref": "Table VIII"240   },241   {242    "claim": "Analyst risk rating association with market-to-book driven by value-to-book",243    "evidence_type": "table",244    "evidence_ref": "Table IX"245   },246   {247    "claim": "Cash flow risk evidence is mixed depending on approach",248    "evidence_type": "table",249    "evidence_ref": "Table IV"250   },251   {252    "claim": "Ultimate consumption risk in returns is linked to market-to-value; Parker-Julliard model prices test assets",253    "evidence_type": "table",254    "evidence_ref": "Table V, Table X, Figure 2"255   },256   {257    "claim": "Earnings announcement surprises reverse around portfolio formation for market-to-value, consistent with overextrapolation",258    "evidence_type": "table",259    "evidence_ref": "Table XI"260   },261   {262    "claim": "Market-to-value premium concentrates where limits to arbitrage bind and when arbitrage capital is low",263    "evidence_type": "table",264    "evidence_ref": "Tables XII-XIV"265   }266  ],267  "structural_summary": "The paper motivates with the value premium and the unresolved debate over its source. It applies the RRV decomposition to split market-to-book into a priced component and an unpriced component. It then systematically tests whether characteristics and risk exposures proposed by prominent theories load on the priced component. Results proceed in three blocks: return predictability, aggregate risk and production-based explanations, and mispricing/limits to arbitrage. The intro previews each theory's test in turn, and the paper closes with a joint-hypothesis caveat.",268  "writing_profile_keywords": [269   "decomposition",270   "theory horse-race",271   "value premium",272   "portfolio sorts",273   "replication of prior tests",274   "limits to arbitrage",275   "joint hypothesis caveat"276  ],277  "confidence": 0.85,278  "notes": "Standard errors are not described in the visible table notes. Section IV is labeled 'theory' by the role rule, but it consists of empirical tests of theories, so it is annotated as results."279 },280 "deterministic_checks": {281  "roadmap_regex": true,282  "contribution_regex_in_intro": false,283  "magnitude_in_abstract": false,284  "abstract_n_sentences": 5,285  "intro_n_paragraphs": 15,286  "intro_n_words": 1777,287  "causal_words_in_abstract": 0,288  "hedge_words_in_abstract": 0,289  "stars_mentioned": false,290  "clustered_se_mentioned": false,291  "internet_appendix_mentioned": true,292  "section_roles_rule": {293   "0": "introduction",294   "1": "literature",295   "2": "data",296   "3": "other",297   "4": "theory",298   "5": "other",299   "6": "conclusion",300   "7": "appendix"301  }302 },303 "schema_valid": true,304 "code_version": "87c73cd-dirty"305}
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