{"id":"W7110946145","doi":"10.5281/zenodo.17857077","title":"AI Diplomacy: an infrastructural framework","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"International Science and Diplomacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Delegation; Corporate governance; Diplomacy; Economic Justice; Power (physics); Global governance; Frontier; Interoperability","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001529352,0.0002665273,0.00025075,0.0004550318,0.01007011,0.004146946,0.003276414,0.000230561,0.07046459],"category_scores_gemma":[0.002359361,0.000284243,0.0001278996,0.002289,0.00109773,0.001653221,0.00172833,0.0007265725,0.01121941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005033464,"about_ca_system_score_gemma":0.00004839315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002180927,"about_ca_topic_score_gemma":0.000003726472,"domain_scores_codex":[0.9957641,0.0009523441,0.0004920065,0.0008300875,0.001094608,0.000866792],"domain_scores_gemma":[0.9972048,0.00008822421,0.0001823475,0.0006163437,0.001471952,0.0004363211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009888918,0.0002254187,0.00003385832,0.00003780552,0.00007121741,0.00001259446,0.01294079,0.00007688957,0.0006570697,0.7057503,0.139378,0.1407171],"study_design_scores_gemma":[0.0003377679,0.0002172591,0.002708066,0.0001186714,0.00002912357,0.00001158157,0.003566573,0.0008061514,0.0001636423,0.06379339,0.927944,0.0003037403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0416122,0.0002150616,0.009909226,0.01061582,0.001275897,0.0007957544,0.0002130618,0.00100033,0.9343626],"genre_scores_gemma":[0.9894359,0.0001616765,0.0003914413,0.002974807,0.0006793971,4.867585e-8,0.0003780276,0.0005568629,0.005421817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478237,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02761301254937393,"score_gpt":0.344510278347308,"score_spread":0.316897265797934,"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."}}