{"id":"W4319865371","doi":"10.2139/ssrn.4342907","title":"Measuring the Share of Imports in Final Consumption","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Consumption (sociology); Business; Economics; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.001221404,0.00007591744,0.0001007724,0.000157791,0.0001070001,0.00006000383,0.000205039,0.00002613629,0.00004828257],"category_scores_gemma":[0.00003711082,0.00005614458,0.00006213236,0.000423078,0.0000232586,0.0003054454,0.00005364375,0.0004980634,0.00008489194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017575,"about_ca_system_score_gemma":0.00016088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398881,"about_ca_topic_score_gemma":0.001044243,"domain_scores_codex":[0.9986961,0.00001334027,0.0001970658,0.0000914747,0.0002074674,0.0007945874],"domain_scores_gemma":[0.9997189,0.00001995547,0.0001361819,0.00007820622,0.0000422182,0.00000454577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005472966,0.00004145902,0.5610518,0.00006148133,0.0000443619,0.00002322187,0.00003632491,0.0002778951,0.0003420945,0.4312238,0.00009860502,0.006744293],"study_design_scores_gemma":[0.0008303711,0.00002137127,0.7614043,0.0001797601,0.00003363519,0.00009250266,0.001614248,0.0007108763,0.00006366034,0.2295219,0.005355561,0.0001717934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969713,0.0005550838,0.00006647794,0.000681664,0.0001460485,0.00007348521,6.553959e-7,0.00002736596,0.001477895],"genre_scores_gemma":[0.9990615,0.0004508145,9.611088e-7,0.00009301434,0.0002823215,0.000003826428,0.000004593645,0.000007982662,0.00009500552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2017019,"threshold_uncertainty_score":0.2289509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233264183901571,"score_gpt":0.2374197046881181,"score_spread":0.1950870628491024,"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."}}