{"id":"W7148569748","doi":"10.1093/cjip/poaf022","title":"Understanding change in times of crises: US–China competition and the prospects for peaceful change","year":2025,"lang":"en","type":"article","venue":"The Chinese Journal of International Politics","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Competition (biology); Agency (philosophy); Geopolitics; Context (archaeology); Multilateralism; Order (exchange); Power (physics)","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":[0.001422677,0.0002186111,0.0002695254,0.001790611,0.00252685,0.006490739,0.0005536199,0.001520045,0.004998802],"category_scores_gemma":[0.00284196,0.0001297507,0.0002815075,0.001772631,0.008144253,0.006814441,0.002494455,0.001591103,0.0001294499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005852662,"about_ca_system_score_gemma":0.002890272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00954558,"about_ca_topic_score_gemma":0.01108211,"domain_scores_codex":[0.999369,0.000299852,0.00001998989,0.00008336036,0.0000676479,0.0001601128],"domain_scores_gemma":[0.9984188,0.0007605503,0.0003294516,0.00004850142,0.0001473306,0.0002953117],"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":[0.00007349929,0.00007555507,0.03737336,0.0001571379,0.0000376062,0.0008297658,0.03217149,0.004964848,0.0004220855,0.8986673,0.00504014,0.02018739],"study_design_scores_gemma":[0.00002256925,0.0001119765,0.0750423,0.0003799267,0.00003635303,0.0002516376,0.1972172,0.02328178,0.0004416374,0.6343204,0.06882163,0.0000725495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6829169,0.004677625,0.009009259,0.05193925,0.0002852491,0.00006867734,0.0001648466,0.00002881765,0.2509094],"genre_scores_gemma":[0.9983791,0.0004197124,0.0002455973,0.0002247017,0.00002552073,0.00001184316,0.00001570824,0.000002310101,0.0006755595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00954558,"threshold_uncertainty_score":0.04246432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06804378735348518,"score_gpt":0.3516085750540654,"score_spread":0.2835647877005802,"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."}}