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1{2 "validation_errors": [],3 "doc_id": "jof_12756",4 "ontology_version": "1.0",5 "prompt_version": "1.0",6 "model": "claude-opus-5-5",7 "effort": "medium",8 "annotated_at": "2026-11-03T23:07:20+00:00",9 "source_sha256": "fe661656f0bccf6917825d8844475fd548c8858f7686a31c616748fba4e687f4",10 "parser": "pymupdf-jof-heuristics-1.3",11 "payload_chars": 11381,12 "usage": {13  "input": 4106,14  "output": 2370,15  "cache_read": 3968,16  "cache_write": 017 },18 "cost_usd": 0.064618,19 "request_id": "req_011CggqLwaX1ACqpRRCHpaDU",20 "annotation": {21  "genre": "theoretical",22  "subfield": "entrepreneurial_finance_private_equity",23  "subfield_secondary": "career concerns / delegated investment; IPO market information frictions",24  "primary_method": "theoretical_model_analytical",25  "identification": {26   "estimand": "not applicable (theoretical model)",27   "strategy": "not applicable; the model compares a profit-motivated VC equilibrium with a reputation-motivated VC equilibrium",28   "key_assumptions": [29    "VCs care about reputation beyond profits because fixed fees depend on capital flows",30    "VC skill is the ability to identify good firms (being informed)",31    "Asymmetric information between VC-backed firms and IPO bidders"32   ],33   "threats_addressed": [],34   "causal_language_strength": 1,35   "uses_causal_claim": false36  },37  "abstract_moves": {38   "question": {39    "present": false,40    "sentence_index": -141   },42   "gap": {43    "present": false,44    "sentence_index": -145   },46   "method": {47    "present": false,48    "sentence_index": -149   },50   "results": {51    "present": true,52    "sentence_index": 053   },54   "magnitude": {55    "present": false,56    "sentence_index": -157   },58   "contribution": {59    "present": true,60    "sentence_index": 061   }62  },63  "introduction": {64   "moves": [65    {66     "paragraph_index": 0,67     "move": "motivation"68    },69    {70     "paragraph_index": 0,71     "move": "related_literature_positioning"72    },73    {74     "paragraph_index": 0,75     "move": "preview_of_approach"76    },77    {78     "paragraph_index": 0,79     "move": "preview_of_results"80    },81    {82     "paragraph_index": 0,83     "move": "mechanism_or_theory_sketch"84    },85    {86     "paragraph_index": 1,87     "move": "other"88    },89    {90     "paragraph_index": 2,91     "move": "contribution_statement"92    },93    {94     "paragraph_index": 2,95     "move": "related_literature_positioning"96    }97   ],98   "contribution_paragraph_index": 2,99   "contribution_types": [100    "new_theory_or_model"101   ],102   "roadmap_present": false,103   "literature_positioning_location": "inside_introduction"104  },105  "section_roles": [106   {107    "idx": 0,108    "role": "introduction"109   },110   {111    "idx": 1,112    "role": "theory"113   },114   {115    "idx": 2,116    "role": "theory"117   },118   {119    "idx": 3,120    "role": "results"121   },122   {123    "idx": 4,124    "role": "robustness"125   },126   {127    "idx": 5,128    "role": "conclusion"129   },130   {131    "idx": 6,132    "role": "appendix"133   }134  ],135  "results_presentation": {136   "economic_significance_discussed": false,137   "statistical_significance_language": "unclear",138   "magnitude_statements_in_intro": false139  },140  "robustness": {141   "location": "main_text_section",142   "types": [143    "alternative_specification",144    "sensitivity_to_parameters"145   ]146  },147  "tables": {148   "convention_notes": "No tables. One figure shows the timeline of moves. Results are stated as lemmas, propositions and corollaries, with all proofs in Appendix A.",149   "units_stated_in_notes": false,150   "standard_errors_description": "none"151  },152  "figures": {153   "uncertainty_shown": "no"154  },155  "conclusion": {156   "bounded_claims": true,157   "policy_implications": false,158   "open_questions": false,159   "restates_contribution": true160  },161  "hedging": {162   "level": "moderate",163   "typical_devices": [164    "modal 'can' for effects",165    "'arguably' when justifying assumptions",166    "conditional welfare statements (depends on abundance or profitability of good firms)"167   ]168  },169  "claim_evidence": [170   {171    "claim": "Uninformed reputation-motivated VCs are biased against backing firms so as to avoid revealing their lack of information",172    "evidence_type": "equation_or_proof",173    "evidence_ref": "Section II.C; Appendix A propositions"174   },175   {176    "claim": "Reputation motivation creates a certification effect that can prevent IPO market breakdowns",177    "evidence_type": "equation_or_proof",178    "evidence_ref": "Section III.A; Appendix A"179   },180   {181    "claim": "Reputation motivation lowers welfare when good firms are abundant or profitable",182    "evidence_type": "equation_or_proof",183    "evidence_ref": "Section III.B; Appendix A corollaries"184   },185   {186    "claim": "The VC's equilibrium profits can exceed those of a purely profit-maximizing VC",187    "evidence_type": "equation_or_proof",188    "evidence_ref": "Section III"189   },190   {191    "claim": "VC reputation motivation stems from fixed fees on attracted capital, and picking good firms is central to VC skill",192    "evidence_type": "prior_literature",193    "evidence_ref": "Introduction subsection A; Section I.D; Nelson et al. (2004), Gompers et al. (2006)"194   },195   {196    "claim": "Results survive extensions such as assets in place, IPO discount, nonlinear flow-performance and partially informed VCs",197    "evidence_type": "equation_or_proof",198    "evidence_ref": "Section IV"199   }200  ],201  "structural_summary": "Theory paper. The introduction contrasts the known harms of career concerns in secondary markets with the unexplored primary market, poses the question for VCs, and previews a counterintuitive result and its mechanism. It then discusses the realism of the assumptions and empirical proxies, and positions the paper against the career-concerns literature. The body sets up the model, characterizes the equilibria under profit and reputation motivation, compares their costs and benefits, and runs extensions as robustness checks. A short conclusion restates the main finding, and the proofs are collected in an appendix.",202  "writing_profile_keywords": [203   "career concerns",204   "certification effect",205   "counterintuitive result",206   "equilibrium comparison",207   "proofs in appendix",208   "extensions as robustness",209   "empirical proxies discussion"210  ],211  "confidence": 0.85,212  "notes": "The final abstract sentence fragment is truncated introduction text and was ignored. No roadmap paragraph is visible in the excerpts."213 },214 "deterministic_checks": {215  "roadmap_regex": false,216  "contribution_regex_in_intro": true,217  "magnitude_in_abstract": false,218  "abstract_n_sentences": 5,219  "intro_n_paragraphs": 3,220  "intro_n_words": 700,221  "causal_words_in_abstract": 0,222  "hedge_words_in_abstract": 1,223  "stars_mentioned": false,224  "clustered_se_mentioned": false,225  "internet_appendix_mentioned": false,226  "section_roles_rule": {227   "0": "introduction",228   "1": "theory",229   "2": "theory",230   "3": "other",231   "4": "robustness",232   "5": "conclusion",233   "6": "appendix"234  }235 },236 "schema_valid": true,237 "code_version": "87c73cd-dirty"238}
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