{"id":"W4414060026","doi":"10.1177/00207020251374661","title":"Bandwagoning with the elephant: Canada's grand strategy in response to China's rise in a shifting global power landscape (2008–2024)","year":2025,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Bandwagon effect; Operationalization; China; Grand strategy; Power (physics); Middle power; International relations; Geopolitics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001079307,0.0001796776,0.0001413504,0.001063377,0.01153661,0.0043706,0.0007268552,0.0007334963,0.002567299],"category_scores_gemma":[0.002935619,0.00009622327,0.0001199704,0.002701093,0.004933873,0.0008913144,0.00174224,0.001185817,0.0001172319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08073253,"about_ca_system_score_gemma":0.1121261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894373,"about_ca_topic_score_gemma":0.996662,"domain_scores_codex":[0.998744,0.0001580731,0.00001563894,0.0000766467,0.0003316663,0.0006740566],"domain_scores_gemma":[0.9983512,0.0002385646,0.0001655274,0.00004853946,0.0005668242,0.0006293516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002198818,0.0001200264,0.3355994,0.0002194303,0.00007854614,0.003420645,0.1881927,0.003962296,0.002878915,0.2921706,0.05909544,0.1140422],"study_design_scores_gemma":[0.00002217995,0.00009443391,0.3813317,0.0001953996,0.00005572546,0.0002036771,0.4165776,0.002815709,0.00165033,0.006782462,0.1901539,0.0001168913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094841,0.0005084333,0.0004280458,0.01237532,0.0000460549,0.00005052043,0.0002260376,0.00001916781,0.07686219],"genre_scores_gemma":[0.9922988,0.0002669868,0.0002231126,0.0004554044,0.000002918008,0.000006288691,0.0000492941,0.00000506254,0.0066921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08073253,"threshold_uncertainty_score":0.5857583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003977239179813544,"score_gpt":0.2886963102819288,"score_spread":0.2847190711021153,"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."}}