{"id":"W4210807100","doi":"10.1093/rfs/hhac006","title":"Acquiring Innovation under Information Frictions","year":2022,"lang":"en","type":"article","venue":"Review of Financial Studies","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Dynamism; Business; Welfare; Industrial organization; Productivity; Due diligence; Private information retrieval; Value (mathematics); Economics; Finance; Computer science","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":[0.004747173,0.0005730781,0.001441371,0.00144325,0.0007444566,0.003564172,0.0009337492,0.002082333,0.006772518],"category_scores_gemma":[0.03139799,0.0005211788,0.0008425849,0.001306917,0.002824213,0.004578054,0.002333059,0.001746626,0.0006493175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621219,"about_ca_system_score_gemma":0.0016688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004258,"about_ca_topic_score_gemma":0.004040236,"domain_scores_codex":[0.9974762,0.0007865271,0.0001726307,0.0004485307,0.000337492,0.0007786345],"domain_scores_gemma":[0.962034,0.02175075,0.01217541,0.001827575,0.000926124,0.001286165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008683791,0.0008687887,0.1274102,0.0004242786,0.000256638,0.001494954,0.0009561043,0.4993614,0.001636708,0.3143766,0.003900913,0.04844494],"study_design_scores_gemma":[0.0003068151,0.0008595387,0.08452969,0.0001895673,0.0002729094,0.0005286682,0.001016514,0.6021234,0.001475517,0.3041371,0.004394159,0.0001661454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415724,0.0009170547,0.03221177,0.002658515,0.00004242833,0.0001236784,0.0005662862,0.0001705354,0.02173733],"genre_scores_gemma":[0.9972234,0.0001572798,0.0005322826,0.0000489538,0.00001893931,0.00001635622,0.00006379356,0.000004594437,0.001934471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01004258,"threshold_uncertainty_score":0.02510571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04212077963976883,"score_gpt":0.2693618433963898,"score_spread":0.227241063756621,"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."}}