{"id":"W4395010550","doi":"10.1080/01442872.2024.2334458","title":"The effects of wars: lessons from the war in Ukraine","year":2024,"lang":"en","type":"article","venue":"Policy Studies","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political science; Regional science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005620446,0.00008885517,0.0001645693,0.00003740459,0.0003986074,0.00003437671,0.0003227284,0.00004072563,0.000002328794],"category_scores_gemma":[0.007879823,0.00004605203,0.00006966556,0.0004641181,0.001111659,0.00005355693,0.0001721576,0.0001485778,0.00002810967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001307801,"about_ca_system_score_gemma":0.0001754578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04073194,"about_ca_topic_score_gemma":0.04484653,"domain_scores_codex":[0.9988024,0.0002672091,0.0001638968,0.0001376673,0.0002434591,0.0003853582],"domain_scores_gemma":[0.9911247,0.0085853,0.00002507827,0.0001770344,0.00004744054,0.00004045215],"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":[0.000003395054,0.00001799819,0.0008898039,0.00005390736,0.0001480832,0.000006393624,0.09199303,0.000001219511,0.00002804261,0.88921,0.004696279,0.01295178],"study_design_scores_gemma":[0.0002733412,0.00007422285,0.0459294,0.0005559806,0.00009960824,3.958642e-7,0.04885499,0.0002393995,0.0001423953,0.6431827,0.2604056,0.0002419787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4961085,0.105485,0.00001084682,0.3648639,0.001609283,0.0007035268,0.0001327173,0.0001580361,0.0309282],"genre_scores_gemma":[0.9840008,0.01366413,0.00001591827,0.0006460739,0.0005931149,0.00003840013,8.214936e-7,0.000008336083,0.001032398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878923,"threshold_uncertainty_score":0.9725825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357370800251053,"score_gpt":0.42728132817176,"score_spread":0.3915442481466547,"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."}}