{"id":"W4409071484","doi":"10.1093/isagsq/ksaf023","title":"Localization in World Politics: Bridging Theory and Practice","year":2024,"lang":"en","type":"article","venue":"Global Studies Quarterly","topic":"International Development and Aid","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bridging (networking); Politics; Political science; Business; Computer science; Law; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008912662,0.00005750988,0.00006929054,0.00005173969,0.000191827,0.000126163,0.00005306618,0.00001839194,0.00001790497],"category_scores_gemma":[0.0003404962,0.00005359742,0.00001428653,0.0002966999,0.0001358835,0.0003176488,0.00001439294,0.00004205836,0.00004344593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002663692,"about_ca_system_score_gemma":0.00005734516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00061614,"about_ca_topic_score_gemma":0.003677259,"domain_scores_codex":[0.9991935,0.00018963,0.0001185221,0.0001331708,0.0001949811,0.0001701484],"domain_scores_gemma":[0.9994681,0.0003844278,0.00001840829,0.00002560008,0.00007558185,0.00002789419],"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":[0.000009065765,0.000008016622,0.001131655,0.00001278134,0.00003888928,0.00002636499,0.02473962,0.00000129037,4.232677e-7,0.9490033,0.003370108,0.02165847],"study_design_scores_gemma":[0.0001782426,0.00005519552,0.003640399,0.0002771835,0.00002673445,0.000008388507,0.09696164,0.0001814693,0.000001880795,0.4585469,0.4399129,0.0002090383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07372199,0.03341591,0.006089788,0.0683936,0.004453439,0.0005391182,0.00003454102,0.000356596,0.812995],"genre_scores_gemma":[0.9969056,0.0002533008,0.0001268702,0.0008204777,0.0002484231,0.000006998292,0.000002230796,0.000002768519,0.001633319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9231836,"threshold_uncertainty_score":0.218564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285334511164215,"score_gpt":0.3790507070078343,"score_spread":0.3561973618961921,"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."}}