{"id":"W1775355624","doi":"","title":"Good Firms, Worker Flows and Productivity","year":2013,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Productivity; Labour economics; Business; Wage; Economics; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006947257,0.0005025771,0.001040098,0.0006259379,0.0003754882,0.0000750226,0.001090855,0.0004045317,0.001214453],"category_scores_gemma":[0.0001926806,0.000679149,0.0003703432,0.0003181402,0.000641729,0.0003096356,0.002279628,0.00130534,0.0002193161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000185976,"about_ca_system_score_gemma":0.0001459028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005245992,"about_ca_topic_score_gemma":0.001248394,"domain_scores_codex":[0.9973,0.0001248719,0.0006278513,0.001273143,0.0001653252,0.0005088522],"domain_scores_gemma":[0.9972937,0.0001365331,0.0008581765,0.001303759,0.0001731978,0.0002346196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001363072,0.003377051,0.267223,0.004012092,0.004106584,0.0002705095,0.08248293,0.000660936,0.000623791,0.510993,0.06033829,0.06454872],"study_design_scores_gemma":[0.002875775,0.0003196464,0.3561725,0.0006619276,0.0001318115,0.00003987964,0.003911939,0.02884554,0.00003537764,0.115593,0.4891223,0.002290298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826432,0.002733327,0.001103809,0.0040195,0.0005367001,0.001038978,0.001919947,0.0001363032,0.1058683],"genre_scores_gemma":[0.967999,0.001976408,0.01305081,0.0001764011,0.0001556606,0.000005417232,0.0004298065,0.0000774923,0.01612904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428784,"threshold_uncertainty_score":0.9996986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668991100032293,"score_gpt":0.1900476450413293,"score_spread":0.1633577340410064,"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."}}