{"id":"W4391387669","doi":"10.1080/09692290.2023.2298627","title":"RIPE 2023 diversity statement","year":2024,"lang":"en","type":"article","venue":"Review of International Political Economy","topic":"Policy Transfer and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Diversity (politics); Statement (logic); Political science; Economics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.02318578,0.001022603,0.001135248,0.004515555,0.003987961,0.01388503,0.005293482,0.02255967,0.1032643],"category_scores_gemma":[0.07121395,0.001240503,0.002715494,0.005056999,0.001733451,0.005777567,0.006619807,0.01736116,0.1019154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00533111,"about_ca_system_score_gemma":0.03542271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01873012,"about_ca_topic_score_gemma":0.01918519,"domain_scores_codex":[0.9685005,0.004173918,0.001701916,0.001492207,0.02054868,0.003582804],"domain_scores_gemma":[0.955214,0.008498729,0.003998919,0.002613898,0.02380521,0.00586932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003982469,0.00002332969,0.00006596982,0.0002302946,0.000007523661,0.00005956058,0.00003784767,0.00005844045,0.0001452946,0.01167145,0.9814339,0.006226503],"study_design_scores_gemma":[0.0000179584,0.000009629889,0.0004012004,0.0002040491,0.000004382818,0.00003315078,0.00002268077,0.00002075117,0.0001069289,0.001092202,0.998073,0.00001412197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001403052,0.01063429,0.006981685,0.2128967,0.06737041,0.001677702,0.06269864,0.00405472,0.6322828],"genre_scores_gemma":[0.009108194,0.004279335,0.01037517,0.3350166,0.01067732,0.002893031,0.03183866,0.002398738,0.5934129],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1032643,"threshold_uncertainty_score":0.3454534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03897513200778738,"score_gpt":0.3939027307093003,"score_spread":0.3549275987015129,"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."}}