{"id":"W4405260181","doi":"10.31150/ajebm.v7i11.3067","title":"Regulation of International Intellectual Migration","year":2024,"lang":"en","type":"article","venue":"American Journal of Economics and Business Management","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Economic geography; Cognitive science; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009733378,0.0003924698,0.0002845942,0.001858001,0.003445698,0.006224409,0.001651039,0.003268198,0.003955571],"category_scores_gemma":[0.01268421,0.0002649124,0.0006378398,0.001361835,0.009398781,0.002712423,0.006353963,0.003848107,0.0006623821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003137653,"about_ca_system_score_gemma":0.007427666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005852357,"about_ca_topic_score_gemma":0.005289479,"domain_scores_codex":[0.989473,0.003208751,0.000769102,0.001424695,0.003107184,0.002017254],"domain_scores_gemma":[0.9913299,0.002620085,0.001857108,0.002073387,0.001730706,0.0003887766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002032595,0.00005272185,0.003163358,0.00009315553,0.00001383753,0.0001800337,0.003631613,0.0004681044,0.001159475,0.9547979,0.005220568,0.03119895],"study_design_scores_gemma":[0.0000430224,0.0001426675,0.01705263,0.001738917,0.00006075589,0.000761686,0.007910088,0.001244041,0.005049013,0.2834283,0.6824811,0.00008765535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0769141,0.004459382,0.02161056,0.01460843,0.00109075,0.0001780275,0.0001160555,0.0001424295,0.8808803],"genre_scores_gemma":[0.9220283,0.002515103,0.008804711,0.007908812,0.0006077597,0.0004378523,0.0001598474,0.00007206028,0.05746558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009733378,"threshold_uncertainty_score":0.05147564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441788553144467,"score_gpt":0.2517731857500363,"score_spread":0.2373553002185916,"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."}}