{"id":"W4417225692","doi":"10.1093/isr/viaf023","title":"Russia’s Invasion of Ukraine: Accounting for the Domestic alongside the International","year":2025,"lang":"en","type":"article","venue":"International Studies Review","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Narrative; International relations; Value (mathematics); Duration (music); Accounting research; Epistemic community","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":[0.005571774,0.0004721079,0.0006379058,0.004987582,0.0008826732,0.005354045,0.0007937272,0.0008271033,0.002132657],"category_scores_gemma":[0.007452646,0.0002035725,0.0004988145,0.006852807,0.00257007,0.00395805,0.002772914,0.001237486,0.0001856482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075563,"about_ca_system_score_gemma":0.005044766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01315848,"about_ca_topic_score_gemma":0.02474727,"domain_scores_codex":[0.997429,0.001623997,0.000151872,0.0002295317,0.0003894637,0.0001762751],"domain_scores_gemma":[0.9949122,0.003221149,0.001071609,0.0001536914,0.0005499602,0.00009146785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009940255,0.00006884507,0.07049614,0.01300601,0.0007839237,0.001005446,0.0638121,0.004657207,0.0006255483,0.6335366,0.01230826,0.1996005],"study_design_scores_gemma":[0.00001849945,0.0002524123,0.1823265,0.04290494,0.001703223,0.001125026,0.2189641,0.007833197,0.001340895,0.1211936,0.4222296,0.0001079946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2286577,0.6552999,0.007156556,0.02087905,0.001474894,0.00006797119,0.0003758929,0.00003416646,0.08605386],"genre_scores_gemma":[0.8061597,0.1898807,0.001423316,0.0004454548,0.000378309,0.00004013443,0.0001324806,0.00001039753,0.001529426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01315848,"threshold_uncertainty_score":0.02946669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05957257145891916,"score_gpt":0.4182230309827717,"score_spread":0.3586504595238525,"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."}}