{"id":"W7128539551","doi":"10.1080/11926422.2026.2613804","title":"The G7 in the Trump 2.0 era","year":2025,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Summit; Diplomacy; Work (physics); Transactional leadership; Global Leadership","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001979583,0.00004413444,0.00004785799,0.0002898265,0.002970957,0.0005505073,0.0009192574,0.00005734607,0.00005576431],"category_scores_gemma":[0.001083112,0.00002690189,0.00005019916,0.0008576261,0.0001794331,0.0001569755,0.00001310236,0.000389807,0.00001266374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000546206,"about_ca_system_score_gemma":0.003849015,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.127437,"about_ca_topic_score_gemma":0.4482387,"domain_scores_codex":[0.9988765,0.0004108612,0.0001686987,0.00004778351,0.0001530023,0.0003431402],"domain_scores_gemma":[0.9991772,0.0002771159,0.00005184714,0.0002457408,0.00009668154,0.0001513983],"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":[6.075624e-7,0.000002368244,0.001850255,1.647907e-7,0.000004787437,0.000001043984,0.00217435,0.000004424713,1.19251e-7,0.9312724,0.05119037,0.01349914],"study_design_scores_gemma":[0.00005484409,0.000002587335,0.01921913,0.000005113107,0.000002063693,0.000003377227,0.007225762,0.00002257727,1.574149e-7,0.4061019,0.5673404,0.00002207026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00367916,0.0005283146,0.00002732068,0.09183537,0.00005002634,0.00009714878,0.000001983669,0.000003909879,0.9037768],"genre_scores_gemma":[0.9914055,0.000635204,0.00002256348,0.004732339,0.0002912055,0.0000102529,9.844124e-7,0.000002534209,0.002899429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9877263,"threshold_uncertainty_score":0.998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01651635951111629,"score_gpt":0.3345102234774916,"score_spread":0.3179938639663753,"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."}}