{"id":"W4386325739","doi":"10.1257/aeri.20220285","title":"Finance, Managerial Inputs, and Misallocation","year":2023,"lang":"en","type":"article","venue":"American Economic Review Insights","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Economics; Revenue; Dispersion (optics); Productivity; Marginal revenue; Finance; Monetary economics; Capital (architecture); Marginal product; Macroeconomics; Production (economics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00226749,0.0008563134,0.001097051,0.001802073,0.0009007067,0.00390428,0.0009889124,0.002266327,0.023931],"category_scores_gemma":[0.01326317,0.0006189694,0.0005411967,0.00182833,0.002707707,0.003099193,0.001728771,0.001050583,0.001656147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126735,"about_ca_system_score_gemma":0.001661812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008279616,"about_ca_topic_score_gemma":0.008961779,"domain_scores_codex":[0.9989529,0.0002901065,0.0000690645,0.0001829182,0.0001747113,0.0003303686],"domain_scores_gemma":[0.9899748,0.004160319,0.004091328,0.0005981507,0.000428165,0.0007471997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0005274704,0.0004568325,0.1843972,0.0004711573,0.0002200692,0.002174002,0.001094802,0.153837,0.001401403,0.5208487,0.01118972,0.1233817],"study_design_scores_gemma":[0.0002440796,0.0002934076,0.1496072,0.0004457136,0.0001358173,0.001119487,0.0006837773,0.06954902,0.001207575,0.7479924,0.02859121,0.0001302662],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7685309,0.01121912,0.05919408,0.01757746,0.0002231189,0.0003358878,0.002300553,0.0004842101,0.1401347],"genre_scores_gemma":[0.9765096,0.002161774,0.001438897,0.0003535455,0.0001510957,0.00005775131,0.0001652739,0.000016773,0.01914531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023931,"threshold_uncertainty_score":0.08005714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02200954330706266,"score_gpt":0.2400743396586744,"score_spread":0.2180647963516117,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}