{"id":"W4388813613","doi":"10.54254/2753-7048/21/20230010","title":"Research on the Impact of the Russia-Ukraine War on the United States","year":2023,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"","keywords":"Political science; Sanctions; Ukrainian; Politics; State (computer science); Economic sanctions; Nuclear weapon; World War II; Political economy; Law; Development economics; Sociology; Economics","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":[0.001382524,0.0001521048,0.00019469,0.002149287,0.00244797,0.004727817,0.0002757761,0.0004138278,0.004991642],"category_scores_gemma":[0.003656826,0.00009890362,0.0002069964,0.006269754,0.001886812,0.002903637,0.00188672,0.001086416,0.0003501362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312116,"about_ca_system_score_gemma":0.002678302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03918629,"about_ca_topic_score_gemma":0.06847487,"domain_scores_codex":[0.9990748,0.0004205274,0.00004885911,0.00006856678,0.0002248418,0.0001623676],"domain_scores_gemma":[0.9973493,0.001324763,0.0006183319,0.00005483126,0.0004003477,0.0002524467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002004339,0.0001989435,0.3071626,0.002311911,0.000320491,0.001675535,0.2729211,0.0007024761,0.0007842695,0.08907866,0.06434714,0.2602965],"study_design_scores_gemma":[0.000006009572,0.00007272425,0.3249759,0.002317809,0.000094519,0.0002975802,0.4637087,0.0001295282,0.0004216516,0.003891075,0.2040517,0.00003274655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.724131,0.04725034,0.0001732991,0.0248804,0.000609775,0.00001505325,0.0007434137,0.0000103214,0.2021863],"genre_scores_gemma":[0.9595801,0.03519163,0.00008422612,0.001370107,0.00009192704,0.000008664665,0.0003213956,0.000008645696,0.003343335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03918629,"threshold_uncertainty_score":0.07791644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047334713726748,"score_gpt":0.4251575441645166,"score_spread":0.3204240727918418,"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."}}