{"id":"W7123355695","doi":"10.32782/apfs.v056.2025.34","title":"The Role of Canada as a Member of the Euro-Atlantic Community in Supporting Ukraine against Russian Aggression","year":2025,"lang":"","type":"article","venue":"Актуальні проблеми філософії та соціології","topic":"European and Russian Geopolitical Military Strategies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggression; Government (linguistics); Context (archaeology); Poison control","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"],"consensus_categories":["sts"],"category_scores_codex":[0.004073871,0.0006301195,0.001015927,0.0001952495,0.00308253,0.0001028175,0.002946186,0.0003058906,0.000286337],"category_scores_gemma":[0.003207747,0.000404202,0.0004630058,0.002286137,0.003348583,0.0002434508,0.001142767,0.001988894,0.00001434309],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004610367,"about_ca_system_score_gemma":0.006606217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6989144,"about_ca_topic_score_gemma":0.7938244,"domain_scores_codex":[0.9888825,0.005037035,0.002309773,0.0005797817,0.001358162,0.001832749],"domain_scores_gemma":[0.9940227,0.002527424,0.00110095,0.00169534,0.0002692748,0.0003843274],"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":[0.0006146901,0.001521825,0.08796589,0.001439357,0.0005660221,0.0001378345,0.04190375,0.0003180623,0.001793228,0.8283244,0.01036534,0.02504954],"study_design_scores_gemma":[0.003599274,0.0005846306,0.2453555,0.01481749,0.0004919511,0.00001948566,0.2887226,0.002086224,0.01348732,0.1218027,0.3069325,0.002100327],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5531144,0.005079647,0.000001043498,0.005160259,0.001043275,0.0007050897,0.00007644814,0.00002587306,0.4347939],"genre_scores_gemma":[0.9898416,0.002252373,0.00002130014,0.0007999815,0.0001498954,0.00001338367,0.00001380698,0.00004374162,0.006863879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7065218,"threshold_uncertainty_score":0.999841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0092539484068477,"score_gpt":0.2717200363357523,"score_spread":0.2624660879289046,"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."}}