{"id":"W3123373002","doi":"","title":"Are Foreign Firms More Technologically Intensive? UK Establishment Evidence from the ARD","year":2005,"lang":"en","type":"article","venue":"Aston Publications Explorer (Aston University)","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationality; Panel data; Key (lock); Business; International trade; Political science; Economics; Immigration; Econometrics; Computer science; Computer security; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101281,0.0001349017,0.0002234794,0.001240148,0.0003449157,0.001023006,0.000321599,0.0003416725,0.008157669],"category_scores_gemma":[0.006006601,0.0001416941,0.0002261069,0.002076134,0.0005163761,0.000655274,0.0009086378,0.0005203895,0.001305043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006995511,"about_ca_system_score_gemma":0.0004302282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007268,"about_ca_topic_score_gemma":0.1775863,"domain_scores_codex":[0.9989263,0.0002057566,0.00009372684,0.0002416783,0.0002668738,0.0002655874],"domain_scores_gemma":[0.978604,0.005701712,0.01093507,0.001206368,0.001953217,0.001599629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000212208,0.00005115212,0.9777842,0.0001407413,0.00006504916,0.0003601125,0.001191213,0.000353314,0.0009055542,0.001338694,0.003303737,0.01429405],"study_design_scores_gemma":[0.000005519627,0.00003715758,0.9968375,0.00002983971,0.00001346484,0.00007476084,0.0006702103,0.00006550094,0.0001310832,0.00003537961,0.002093725,0.000005843126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983489,0.001629492,0.0002594152,0.0006264926,0.00002596217,0.000006984013,0.002255893,0.00001231692,0.01169458],"genre_scores_gemma":[0.9957716,0.0008812695,0.00006617168,0.00009389102,0.00002179407,0.000003364679,0.001219429,0.000003103586,0.001939377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007268,"threshold_uncertainty_score":0.200281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0717654701668996,"score_gpt":0.222005609536535,"score_spread":0.1502401393696354,"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."}}