{"id":"W4290803429","doi":"10.30525/978-9934-26-223-4-113","title":"THROUGH THE PRISM OF STRUGGLE FOR IDENTITY: UKRAINIAN-RUSSIAN CONFRONTATION OF THE FIRST QUARTER OF THE XXI CENTURY","year":2022,"lang":"en","type":"book-chapter","venue":"THE RUSSIAN-UKRAINIAN WAR (2014–2022): HISTORICAL, POLITICAL, CULTURAL-EDUCATIONAL, RELIGIOUS, ECONOMIC, AND LEGAL ASPECTS","topic":"European Politics and Security","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ukrainian; Prism; Quarter (Canadian coin); Identity (music); Political science; Gender studies; History; Sociology; Optics; Art; Physics; Aesthetics; Philosophy; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0009822816,0.000600909,0.0009583022,0.000110934,0.002282141,0.0001738453,0.00200253,0.0003583503,0.0009567979],"category_scores_gemma":[0.0002999554,0.0003578855,0.0009429466,0.0001247348,0.002864513,0.0003924419,0.0003758635,0.0008891426,0.00004438321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002541,"about_ca_system_score_gemma":0.001969557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01299204,"about_ca_topic_score_gemma":0.003968719,"domain_scores_codex":[0.9955526,0.0004191952,0.001574138,0.0007822065,0.0008208589,0.0008509969],"domain_scores_gemma":[0.9954514,0.001158181,0.001705418,0.001270623,0.0001609905,0.0002534119],"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":[0.00002960901,0.00009760499,0.00002608683,0.00012678,0.0001804967,6.925869e-7,0.0465074,0.000003050972,0.000005257705,0.8674827,0.08551937,0.0000209892],"study_design_scores_gemma":[0.0003732744,0.0001144767,0.0005953542,0.00009542154,0.000278026,0.00001472139,0.002812438,0.00001004544,0.00001235874,0.1717645,0.823544,0.000385308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01129284,0.0139841,0.000003659527,0.2902005,0.00598804,0.00306448,0.001604142,0.00005112547,0.6738111],"genre_scores_gemma":[0.9205865,0.008644517,0.0001079672,0.003713213,0.00269166,0.0001448025,0.0001456707,0.0001402941,0.06382532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9092937,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636887017442695,"score_gpt":0.2668393514215531,"score_spread":0.2504704812471261,"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."}}