{"id":"W6943859825","doi":"10.17605/osf.io/5y9u3","title":"How do Elites View Public Opinion on International Aid?","year":2025,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public opinion; Foreign policy; Elite; Public policy; Politics; Phenomenon; Foreign policy analysis; Foreign relations","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002129147,0.0005019832,0.0005313023,0.001668122,0.0003422816,0.01058816,0.0137261,0.0005397816,0.01404651],"category_scores_gemma":[0.005784407,0.0004364559,0.0001182581,0.004027476,0.001094217,0.001282734,0.003150503,0.0009973079,0.01147637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303904,"about_ca_system_score_gemma":0.001651959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001370033,"about_ca_topic_score_gemma":0.00003261097,"domain_scores_codex":[0.994873,0.0001359471,0.0002900744,0.001733302,0.002192817,0.0007747947],"domain_scores_gemma":[0.9964204,0.0002434571,0.0005245494,0.002178324,0.0003329546,0.0003002905],"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":[0.000009254456,0.00009523668,0.0002740671,0.000017248,0.00003225023,0.000002883823,0.00003285192,0.000001178911,0.00002250188,0.3120994,0.6393835,0.04802961],"study_design_scores_gemma":[0.000172395,0.00003799355,0.00017823,0.004383003,0.000005929647,0.000002242348,0.00005680371,0.00002554332,0.00003598237,0.01102002,0.9836124,0.0004694391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002694966,0.001482573,0.001347844,0.01157482,0.007303489,0.00118923,0.000399947,0.0002697823,0.9764296],"genre_scores_gemma":[0.001389651,0.0009741004,0.0364064,0.00236096,0.001375774,0.0002149813,0.0001300516,0.0005452817,0.9566028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3442289,"threshold_uncertainty_score":0.9998087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04618487525769021,"score_gpt":0.3761876637721031,"score_spread":0.3300027885144128,"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."}}