1{"text": "{\"genre\":\"theoretical\",\"subfield\":\"corporate_finance\",\"subfield_secondary\":\"asset_pricing; macro_finance (dynamic contracting, limited commitment, risk management)\",\"primary_method\":\"theoretical_model_analytical\",\"identification\":{\"estimand\":\"not applicable (theoretical model)\",\"strategy\":\"not applicable; the paper derives optimal policies from a continuous-time model with inalienable human capital and illustrates them numerically under a calibration\",\"key_assumptions\":[\"entrepreneur cannot irrevocably commit her human capital and can leave to recontract elsewhere\",\"complete, competitive financial markets apart from the inalienability friction\",\"risk-averse entrepreneur and diversified risk-averse investors\",\"quadratic capital adjustment costs (q theory)\",\"output observable and verifiable; no private saving\"],\"threats_addressed\":[],\"causal_language_strength\":1,\"uses_causal_claim\":false},\"abstract_moves\":{\"question\":{\"present\":true,\"sentence_index\":0},\"gap\":{\"present\":false,\"sentence_index\":-1},\"method\":{\"present\":true,\"sentence_index\":1},\"results\":{\"present\":true,\"sentence_index\":4},\"magnitude\":{\"present\":false,\"sentence_index\":-1},\"contribution\":{\"present\":true,\"sentence_index\":2}},\"introduction\":{\"moves\":[{\"paragraph_index\":0,\"move\":\"motivation\"},{\"paragraph_index\":0,\"move\":\"mechanism_or_theory_sketch\"},{\"paragraph_index\":0,\"move\":\"contribution_statement\"},{\"paragraph_index\":1,\"move\":\"preview_of_results\"},{\"paragraph_index\":2,\"move\":\"preview_of_results\"},{\"paragraph_index\":3,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":4,\"move\":\"contribution_statement\"},{\"paragraph_index\":4,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":5,\"move\":\"mechanism_or_theory_sketch\"},{\"paragraph_index\":5,\"move\":\"other\"},{\"paragraph_index\":6,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":7,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":8,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":9,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":10,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":11,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":12,\"move\":\"related_literature_positioning\"},{\"paragraph_index\":13,\"move\":\"roadmap\"}],\"contribution_paragraph_index\":0,\"contribution_types\":[\"new_theory_or_model\"],\"roadmap_present\":true,\"literature_positioning_location\":\"inside_introduction\"},\"section_roles\":[{\"idx\":0,\"role\":\"introduction\"},{\"idx\":1,\"role\":\"theory\"},{\"idx\":2,\"role\":\"theory\"},{\"idx\":3,\"role\":\"theory\"},{\"idx\":4,\"role\":\"theory\"},{\"idx\":5,\"role\":\"results\"},{\"idx\":6,\"role\":\"theory\"},{\"idx\":7,\"role\":\"theory\"},{\"idx\":8,\"role\":\"theory\"},{\"idx\":9,\"role\":\"conclusion\"},{\"idx\":10,\"role\":\"appendix\"},{\"idx\":11,\"role\":\"appendix\"},{\"idx\":12,\"role\":\"appendix\"},{\"idx\":13,\"role\":\"appendix\"}],\"results_presentation\":{\"economic_significance_discussed\":true,\"statistical_significance_language\":\"unclear\",\"magnitude_statements_in_intro\":false},\"robustness\":{\"location\":\"main_text_section\",\"types\":[\"sensitivity_to_parameters\",\"alternative_specification\",\"other\"]},\"tables\":{\"convention_notes\":\"Few tables. Two tables set out the correspondence between the primal optimization and dual contracting problems. A third lists calibration parameters with symbols and annualized values. There are no regression tables.\",\"units_stated_in_notes\":true,\"standard_errors_description\":\"none\"},\"figures\":{\"uncertainty_shown\":\"no\"},\"conclusion\":{\"bounded_claims\":true,\"policy_implications\":false,\"open_questions\":true,\"restates_contribution\":true},\"hedging\":{\"level\":\"moderate\",\"typical_devices\":[\"'in general' qualifiers on main results\",\"'helps explain' / 'consistent with' when linking to empirical findings\",\"explicit acknowledgment of strong assumptions in conclusion\",\"'may' in describing alternative mechanisms\"],\"claim_evidence\":[{\"claim\":\"Relative to first-best, entrepreneur's net worth is overexposed to idiosyncratic risk and underexposed to systematic risk\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figures 2 and 4; Section V.B–C\"},{\"claim\":\"Distortions grow as the firm approaches its endogenous debt capacity\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figures 1–6\"},{\"claim\":\"Under inalienability the firm always underinvests and investment rises with liquidity\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 5\"},{\"claim\":\"Entrepreneur underconsumes; consumption is increasing and concave in liquidity\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 6\"},{\"claim\":\"Liquidity/risk management problem is equivalent to an optimal long-term contract\",\"evidence_type\":\"equation_or_proof\",\"evidence_ref\":\"Section IV, Tables I–II, Appendix B\"},{\"claim\":\"Optimality of debt financing from Hart and Moore is not robust in the general framework\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Section VII, Figure 11\"},{\"claim\":\"Autarky as outside option yields very different predictions than recontracting\",\"evidence_type\":\"figure\",\"evidence_ref\":\"Figure 8; Section V.F\"},{\"claim\":\"Less constrained firms investing more in market portfolio matches empirical findings\",\"evidence_type\":\"prior_literature\",\"evidence_ref\":\"Duchin et al. (2017)\"}],\"structural_summary\":\"The introduction frames a frictionless benchmark, then introduces the inalienable-human-capital friction and claims a new theory of liquidity and risk management. It previews results on risk exposures and financial slack, and positions the paper at length against Hart–Moore, Ai–Li, Rampini–Viswanathan, Holmström–Tirole, the macro limited-commitment literature and the compensation literature, ending with a roadmap. The body builds the model, solves the first-best and the constrained case, and proves equivalence with a dual contracting problem. A calibrated numerical section illustrates the policies with figures. Extensions cover persistent shocks, the deterministic Hart–Moore case and two-sided commitment. The conclusion restates the contribution and names assumptions to relax. Proofs are in the appendices.\",\"writing_profile_keywords\":[\"dynamic contracting\",\"limited commitment\",\"continuous-time model\",\"primal-dual equivalence\",\"calibrated numerical illustration\",\"extensive literature positioning\",\"model extensions\",\"risk management theory\"],\"confidence\":0.85,\"notes\":\"The final abstract sentence is a parsing artifact (the start of the introduction). The quantitative section is classed as results even though it is numerical model illustration, not empirical estimation. Robustness here means model extensions and comparative statics, not empirical checks.\"}", "json": null, "model": "claude-opus-5-5", "stop_reason": "end_turn", "latency_s": 27.01, "usage": {"input": 11241, "output": 3417, "cache_read": 3968, "cache_write": 0}, "cost_usd": 0.114098, "request_id": "req_011CggqM8rvEuFUd3t8bW1JQ", "cached": false, "ts": "2026-11-03T23:07:30+00:00", "effort": "medium"}