{"id":"W3169045592","doi":"10.3138/cpp.2020-113","title":"Superstar Search: Studying the Current and Potential Populations of Canadian Exporters and Foreign Direct Investors Abroad","year":2021,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Business Development Bank of Canada","funders":"","keywords":"Foreign direct investment; Business; Scale (ratio); Population; Probit model; International economics; Matching (statistics); International trade; Economics; Geography; Econometrics; Macroeconomics; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0009630481,0.0002161653,0.0003430749,0.00243746,0.001826817,0.001702531,0.001114387,0.0004825389,0.005311825],"category_scores_gemma":[0.00527516,0.0001703407,0.0004115894,0.004253317,0.0005961646,0.0009617483,0.001049888,0.0007326562,0.0006210633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009026283,"about_ca_system_score_gemma":0.01408291,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742027,"about_ca_topic_score_gemma":0.980845,"domain_scores_codex":[0.9993782,0.0000532844,0.0000308343,0.00009567212,0.0001990957,0.0002428744],"domain_scores_gemma":[0.9953583,0.0006427958,0.00168091,0.0002476632,0.001084106,0.000986176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004721932,0.00003132,0.9813865,0.00003951083,0.00005219415,0.0001192193,0.001019625,0.000454221,0.0000575762,0.001504865,0.006963297,0.008324574],"study_design_scores_gemma":[0.00001741244,0.00002657395,0.9780428,0.00006888323,0.00006936208,0.0001558193,0.005236031,0.003214754,0.0002201793,0.0004684649,0.01244681,0.0000328904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640583,0.0009613727,0.0007640046,0.001751977,0.00002133514,0.0000651731,0.02285969,0.00002632446,0.009491703],"genre_scores_gemma":[0.9797829,0.0007218883,0.0005292562,0.0003231598,0.00002121141,0.00002956565,0.01268909,0.00001290653,0.005889917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02579731,"threshold_uncertainty_score":0.0654906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1716445200590863,"score_gpt":0.2564737372588237,"score_spread":0.08482921719973732,"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."}}