{"id":"W2597839512","doi":"","title":"Three Essays Assessing Global Value Chain Fragmentation on International Trade Using the World Input-Output Database","year":2016,"lang":"en","type":"article","venue":"ScholarWorks - WMU (Western Michigan University)","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database; Fragmentation (computing); Value (mathematics); International trade; Computer science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004265441,0.0002544372,0.0002824596,0.0003468137,0.0003609722,0.0003908323,0.0008195928,0.000132905,0.00009324238],"category_scores_gemma":[0.00003845636,0.0002398921,0.0001465133,0.0004795393,0.0001162348,0.00182007,0.0002136686,0.0003254126,0.0001635212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484628,"about_ca_system_score_gemma":0.00004271215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001161481,"about_ca_topic_score_gemma":0.0008692673,"domain_scores_codex":[0.9984488,0.00004692675,0.0004002888,0.0006122183,0.00008851208,0.000403216],"domain_scores_gemma":[0.9988674,0.000090008,0.0003925534,0.0004975273,0.00001466599,0.0001378594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001393087,0.0002079693,0.4522105,0.00001456323,0.000271713,0.00006926747,0.0002497785,0.002091312,0.0003005214,0.5411552,0.0003288979,0.002960969],"study_design_scores_gemma":[0.01239355,0.0002637214,0.6525545,0.00134937,0.0002706886,0.00009157597,0.002590835,0.01151865,0.0009914071,0.08442484,0.2301374,0.003413466],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209008,0.0001224897,0.05142773,0.004869682,0.001383595,0.0002380509,0.0005823388,0.00007311233,0.02040222],"genre_scores_gemma":[0.9964521,0.00006042621,0.00125304,0.001182091,0.000307438,8.588503e-7,0.0000507517,0.0000268299,0.0006664784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4567304,"threshold_uncertainty_score":0.9782516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07392589862560763,"score_gpt":0.2557424532500682,"score_spread":0.1818165546244606,"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."}}