{"id":"W2001834105","doi":"10.1126/science.1126325","title":"Scientific Diasporas","year":2006,"lang":"en","type":"article","venue":"Science","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; Toronto Public Health; Ontario Genomics","funders":"","keywords":"Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006655167,0.0004473589,0.000724563,0.004312847,0.009943692,0.008347813,0.001391439,0.00192206,0.04442994],"category_scores_gemma":[0.01212065,0.0002862263,0.0003907048,0.004023359,0.006234788,0.004537971,0.009794631,0.003350347,0.006702768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002911774,"about_ca_system_score_gemma":0.005154803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001404015,"about_ca_topic_score_gemma":0.003135432,"domain_scores_codex":[0.9962515,0.001439101,0.0002031732,0.0005560474,0.0006032698,0.0009468156],"domain_scores_gemma":[0.9882823,0.002724531,0.0007403818,0.002416537,0.00169921,0.004137124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002396897,0.0001914439,0.005450548,0.0003192683,0.00003723046,0.0008304949,0.03044406,0.0000658745,0.001410865,0.8270983,0.05551398,0.07839822],"study_design_scores_gemma":[0.00004091218,0.00009131993,0.004369802,0.0001401616,0.0000142979,0.0004211696,0.01592876,0.0001302164,0.0007603002,0.04825903,0.9298326,0.00001140587],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1363155,0.006105832,0.002586806,0.025832,0.00546917,0.000352665,0.0005890469,0.0002047236,0.8225442],"genre_scores_gemma":[0.7002284,0.00426589,0.001592911,0.00746196,0.002510322,0.0004024969,0.0005775754,0.0001054309,0.282855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9900563,"threshold_uncertainty_score":0.1486329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01095991237213217,"score_gpt":0.3133410194648933,"score_spread":0.3023811070927612,"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."}}