{"id":"W3121395824","doi":"","title":"Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Productivity; Business; Penetration (warfare); Industrial organization; International trade; Monetary economics; Economics; Macroeconomics; Management","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":[0.0007360167,0.0004576304,0.0004206488,0.002516845,0.0002836783,0.001195042,0.000395611,0.0005304271,0.004399215],"category_scores_gemma":[0.004962518,0.0001999502,0.0007273697,0.006701012,0.0006224726,0.0005651596,0.0009889822,0.0006313803,0.00121872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007000687,"about_ca_system_score_gemma":0.0003354312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02654733,"about_ca_topic_score_gemma":0.01936394,"domain_scores_codex":[0.9994187,0.0001290483,0.0000421525,0.000114196,0.000127971,0.0001679381],"domain_scores_gemma":[0.9883252,0.003945732,0.005867609,0.000664832,0.0005291901,0.0006673253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002105444,0.00008158846,0.9868535,0.0001068582,0.0002062208,0.0004631616,0.0004466875,0.001112115,0.0003440625,0.0003736655,0.001112928,0.008688692],"study_design_scores_gemma":[0.00001301201,0.00005479275,0.9980945,0.00001892677,0.00006610787,0.0001067671,0.0001862986,0.0003792563,0.0001214196,0.00009012457,0.0008634467,0.000005321507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916657,0.001548265,0.0001607093,0.0002875319,0.00000580749,0.000006727844,0.001504757,0.00001844645,0.004802143],"genre_scores_gemma":[0.9966455,0.0008672968,0.00004709831,0.00003359121,0.0000346355,0.000004487443,0.001834265,0.000004016101,0.0005290943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02654733,"threshold_uncertainty_score":0.05278563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03003973817321557,"score_gpt":0.2077717333403345,"score_spread":0.1777319951671189,"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."}}