{"id":"W6958291176","doi":"10.6084/m9.figshare.14445699","title":"Attracting Minds: How Canada and China Make Pragmatic Use of Migration Policies to Foster Innovation","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prerogative; China; Population; Order (exchange); Sovereignty; Control (management); State (computer science); Economic shortage","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":[0.00317695,0.0003457464,0.0003461083,0.002329171,0.0186007,0.008655299,0.00202642,0.001992825,0.004714712],"category_scores_gemma":[0.007848014,0.0001808078,0.0004613776,0.003827466,0.007691719,0.002239521,0.004523486,0.002287876,0.0001990897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1181794,"about_ca_system_score_gemma":0.2496561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796082,"about_ca_topic_score_gemma":0.9916585,"domain_scores_codex":[0.995754,0.0008402899,0.00008151495,0.0002782858,0.0009760012,0.002069861],"domain_scores_gemma":[0.994609,0.0009471776,0.000306013,0.0001900781,0.0015831,0.002364593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003136364,0.000226442,0.1208005,0.0004442738,0.0001055902,0.003169858,0.2555222,0.002345704,0.002138508,0.4179667,0.03685051,0.1601161],"study_design_scores_gemma":[0.00009976653,0.0001604692,0.1841012,0.0007382598,0.0001945615,0.0002843142,0.2993131,0.003188153,0.001468247,0.02130393,0.4889334,0.0002146336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366819,0.003158493,0.001179891,0.04351851,0.000212634,0.000147162,0.0002338711,0.00008335717,0.2147841],"genre_scores_gemma":[0.9816794,0.000865766,0.0005818651,0.002043034,0.00001000212,0.00002458595,0.00005337603,0.00001524096,0.01472679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1181794,"threshold_uncertainty_score":0.8574558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07047026913616096,"score_gpt":0.2932576604428501,"score_spread":0.2227873913066891,"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."}}