{"id":"W3040240191","doi":"10.5267/j.ac.2020.6.003","title":"Learning-by-doing effect: Evidence from firms of an emerging economy","year":2020,"lang":"en","type":"article","venue":"Accounting","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerging markets; Productivity; Context (archaeology); Economics; Vietnamese; Stock (firearms); Panel data; Empirical evidence; Learning effect; Industrial organization; Econometrics; Microeconomics; Macroeconomics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006126437,0.0001730005,0.0002697914,0.00009042521,0.0002165147,0.0003040126,0.0002952358,0.00006267127,0.0006711394],"category_scores_gemma":[0.0003176812,0.0001834792,0.00005758391,0.000277779,0.00002927696,0.002613814,0.0001794704,0.0002054542,0.0003668984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003352275,"about_ca_system_score_gemma":0.00002376499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005211504,"about_ca_topic_score_gemma":0.000008527831,"domain_scores_codex":[0.9988067,0.00001431423,0.0004581083,0.0003452339,0.000130715,0.0002449581],"domain_scores_gemma":[0.9991236,0.0001250554,0.0004841615,0.0001277915,0.0001241675,0.00001521022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001076611,0.00005939927,0.8191957,0.0008093941,0.0001777771,0.00001161586,0.005185453,0.001626838,0.02334556,0.00294297,0.01152754,0.1350101],"study_design_scores_gemma":[0.003351268,0.0001302012,0.05697413,0.0008961482,0.0002005455,0.000001444081,0.008830084,0.2274362,0.01337072,0.001338383,0.6851246,0.002346335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882789,0.00006340865,0.0007799183,0.001524898,0.0002222456,0.0001510291,7.896565e-7,0.0001467234,0.008832115],"genre_scores_gemma":[0.9940251,0.000003434369,0.0006187004,0.004309388,0.0008989539,0.00001094164,0.00004973184,0.00003044984,0.00005336627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7622215,"threshold_uncertainty_score":0.7482067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556905506095057,"score_gpt":0.2340866532065049,"score_spread":0.2185175981455543,"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."}}