{"id":"W4389164319","doi":"10.22215/cjers.v16i2.4130","title":"Russia’s Strategy of Outsuffering and the War in Ukraine","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of European and Russian Studies","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Politics; Foreign policy; Political economy; Spanish Civil War; Military strategy; Development economics; Economy; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001553769,0.0002246958,0.0002741293,0.0005179284,0.007273003,0.004954357,0.0004109616,0.00105549,0.0007847975],"category_scores_gemma":[0.001287519,0.0001291949,0.0001951561,0.0004648017,0.006715857,0.001472734,0.004265191,0.001989791,0.0002024506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006890167,"about_ca_system_score_gemma":0.006522688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03265259,"about_ca_topic_score_gemma":0.04149632,"domain_scores_codex":[0.9988087,0.0005879809,0.00003994767,0.00008991853,0.0001125725,0.0003608186],"domain_scores_gemma":[0.9996023,0.0001073477,0.00008788214,0.0000394383,0.00004935428,0.000113728],"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":[0.00008349172,0.00006200076,0.009176329,0.00006866644,0.0000418405,0.0012079,0.08744634,0.001174764,0.00148506,0.8669861,0.005436434,0.02683112],"study_design_scores_gemma":[0.0000436607,0.00024008,0.03603579,0.000541658,0.00008175022,0.00186785,0.1711004,0.001972013,0.005464074,0.2214772,0.5610633,0.0001122271],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7531822,0.003192664,0.002043261,0.01370626,0.0001405855,0.00001586914,0.00002692583,0.00002164719,0.2276705],"genre_scores_gemma":[0.9950983,0.0004008146,0.000129199,0.0003531112,0.000005809979,0.000003384455,0.000004020803,0.000004210191,0.004001102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03265259,"threshold_uncertainty_score":0.06492507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05355033030846239,"score_gpt":0.3079680531420392,"score_spread":0.2544177228335768,"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."}}