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1{2 "validation_errors": [],3 "repairs": [4  "dropped figures.figures_note_placeholder_removed"5 ],6 "doc_id": "jof_12764",7 "ontology_version": "1.0",8 "prompt_version": "1.0",9 "model": "claude-opus-5-5",10 "effort": "medium",11 "annotated_at": "2026-11-03T23:26:28+00:00",12 "source_sha256": "188e7ca2a35e22875fc246dfb34d81351980f7bfe852121cbd3d2f936eead2c4",13 "parser": "pymupdf-jof-heuristics-1.3",14 "payload_chars": 12786,15 "usage": {16  "input": 4806,17  "output": 1656,18  "cache_read": 3968,19  "cache_write": 020 },21 "cost_usd": 0.053138,22 "request_id": "req_011CggqNW87nM8jy5NKVkRHS",23 "annotation": {24  "genre": "theoretical",25  "subfield": "macro_finance",26  "subfield_secondary": "information economics / feedback between financial markets and real economy",27  "primary_method": "theoretical_model_analytical",28  "identification": {29   "estimand": "not applicable (theoretical model)",30   "strategy": "not applicable; analytical general equilibrium model with numerical illustrations",31   "key_assumptions": [32    "mutual learning between firms and financial markets",33    "monopolistic competition with constant markup",34    "CARA speculators",35    "OLG dynamic structure"36   ],37   "threats_addressed": [],38   "causal_language_strength": 1,39   "uses_causal_claim": false40  },41  "abstract_moves": {42   "question": {43    "present": false,44    "sentence_index": -145   },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": 065   }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": 0,79     "move": "preview_of_approach"80    },81    {82     "paragraph_index": 0,83     "move": "mechanism_or_theory_sketch"84    }85   ],86   "contribution_paragraph_index": 0,87   "contribution_types": [88    "new_theory_or_model"89   ],90   "roadmap_present": false,91   "literature_positioning_location": "inside_introduction"92  },93  "section_roles": [94   {95    "idx": 0,96    "role": "introduction"97   },98   {99    "idx": 1,100    "role": "theory"101   },102   {103    "idx": 2,104    "role": "theory"105   },106   {107    "idx": 3,108    "role": "theory"109   },110   {111    "idx": 4,112    "role": "theory"113   },114   {115    "idx": 5,116    "role": "other"117   },118   {119    "idx": 6,120    "role": "conclusion"121   },122   {123    "idx": 7,124    "role": "appendix"125   },126   {127    "idx": 8,128    "role": "appendix"129   }130  ],131  "results_presentation": {132   "economic_significance_discussed": false,133   "statistical_significance_language": "unclear",134   "magnitude_statements_in_intro": false135  },136  "robustness": {137   "location": "none_seen",138   "types": []139  },140  "tables": {141   "convention_notes": "Two tables: one lists the parameter values used for the numerical illustration, with descriptions and sources; the other compares good versus bad steady-state equilibrium outcomes (GDP, investment, TFP, information precisions). No inferential statistics.",142   "units_stated_in_notes": false,143   "standard_errors_description": "none"144  },145  "figures": {146   "uncertainty_shown": "no"147  },148  "conclusion": {149   "bounded_claims": true,150   "policy_implications": false,151   "open_questions": true,152   "restates_contribution": true153  },154  "hedging": {155   "level": "low",156   "typical_devices": [157    "'possibly' for multiplicity of steady states",158    "acknowledging the model is too stylized to calibrate",159    "noting modeling assumptions such as constant markup"160   ]161  },162  "claim_evidence": [163   {164    "claim": "Uncertainty in financial and real sectors spiked jointly in the Great Recession, motivating the question",165    "evidence_type": "prior_literature",166    "evidence_ref": "VIX; Jurado, Ludvigson, and Ng (2015); Bloom et al. (2012)"167   },168   {169    "claim": "Mutual learning creates strategic complementarity in information production between firms and speculators",170    "evidence_type": "equation_or_proof",171    "evidence_ref": "Sections I–II; Appendix B"172   },173   {174    "claim": "General equilibrium model yields amplification, co-movement of uncertainties, contagion and cross-sectional implications",175    "evidence_type": "equation_or_proof",176    "evidence_ref": "Section III.C; Figures 2–4"177   },178   {179    "claim": "Dynamic OLG model can have two steady states (uncertainty traps) and a two-stage crisis",180    "evidence_type": "figure",181    "evidence_ref": "Figures 5, 6, 8; Table II"182   }183  ],184  "structural_summary": "The paper opens with stylized facts on joint uncertainty spikes and poses them as research questions. It then builds the theory incrementally:\n- a one-firm baseline with exogenous information establishing two-way learning;\n- endogenous information acquisition generating strategic complementarity;\n- a macro GE extension that delivers four implications;\n- a dynamic OLG extension that delivers uncertainty traps and transitional crisis dynamics.\nNumerical illustrations with assigned parameters follow, then a conclusion restating the mechanism and noting extensions. Proofs are in the appendix.",185  "writing_profile_keywords": [186   "theory-building",187   "incremental model extension",188   "general equilibrium",189   "multiple equilibria",190   "stylized facts motivation",191   "numerical illustration",192   "proofs in appendix"193  ],194  "confidence": 0.8,195  "notes": "The introduction is captured as a single paragraph, so moves beyond the motivation and approach preview are not visible. The numerical section explicitly disclaims calibration."196 },197 "deterministic_checks": {198  "roadmap_regex": false,199  "contribution_regex_in_intro": false,200  "magnitude_in_abstract": false,201  "abstract_n_sentences": 4,202  "intro_n_paragraphs": 1,203  "intro_n_words": 216,204  "causal_words_in_abstract": 0,205  "hedge_words_in_abstract": 0,206  "stars_mentioned": false,207  "clustered_se_mentioned": false,208  "internet_appendix_mentioned": false,209  "section_roles_rule": {210   "0": "introduction",211   "1": "theory",212   "2": "theory",213   "3": "theory",214   "4": "theory",215   "5": "other",216   "6": "conclusion",217   "7": "appendix",218   "8": "appendix"219  }220 },221 "schema_valid": true,222 "code_version": "87c73cd-dirty"223}
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