{"id":"W1776002661","doi":"10.1787/5k9bb1vhzmr2-en","title":"Skills for Competitiveness: Country Report for Italy","year":2012,"lang":"en","type":"paratext","venue":"OECD local economic and employment development (LEED) working papers","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Human Resources and Skills Development Canada; European Commission","keywords":"Software deployment; Business; Corporate governance; Quality (philosophy); Regional science; Geography; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001487716,0.0006961047,0.0009554366,0.0002338356,0.00147688,0.000300873,0.0004648916,0.0006653366,0.001786083],"category_scores_gemma":[0.00003473133,0.0007234653,0.000257539,0.00007887936,0.0005529692,0.000176681,0.0001464386,0.0002429588,0.000953219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599429,"about_ca_system_score_gemma":0.00258408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000475871,"about_ca_topic_score_gemma":0.001221929,"domain_scores_codex":[0.9962165,0.00008154923,0.001065249,0.0009449697,0.0003601162,0.001331581],"domain_scores_gemma":[0.9979029,0.0006669695,0.0006360565,0.0002482913,0.00007176982,0.0004740102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006247695,0.0004833416,0.01929167,0.001110047,0.003277414,0.00002850347,0.02131405,0.0002680399,0.00002266963,0.1104689,0.4880138,0.3550969],"study_design_scores_gemma":[0.0008236364,0.00003318615,0.001262896,0.0004105845,0.00007601434,0.000008692351,0.0008532889,0.000003817999,0.00004636546,0.0002651426,0.9951583,0.001058058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005916005,0.004258141,0.005866877,0.003807027,0.01926377,0.005881736,0.00033474,0.000235473,0.9544362],"genre_scores_gemma":[0.05063666,0.005008842,0.005058767,0.002519346,0.005150142,0.002250626,0.006845585,0.0002626058,0.9222674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5071446,"threshold_uncertainty_score":0.9998246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02802978500383255,"score_gpt":0.3013224364942353,"score_spread":0.2732926514904028,"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."}}