{"id":"W4300778276","doi":"","title":"Evolution Of Conflict Studies In The International Security Context In Post-Soviet Russia","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Security, Politics, and Digital Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Political science; International security; International conflict; Geography; Public administration; Law; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00280027,0.0001344859,0.0003700033,0.0004958509,0.0001350887,0.000324038,0.001693468,0.0000819038,0.0009616467],"category_scores_gemma":[0.001335128,0.00008934705,0.0001076023,0.0003743751,0.0005600618,0.003230033,0.0001652929,0.0001633688,0.000007693959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002859467,"about_ca_system_score_gemma":0.0002690691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01001888,"about_ca_topic_score_gemma":0.009181262,"domain_scores_codex":[0.9976167,0.0004212389,0.0007394197,0.0001769636,0.0007751784,0.000270492],"domain_scores_gemma":[0.9981154,0.0007666542,0.0004277778,0.0001632741,0.0004509463,0.00007594674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000268042,0.00055804,0.7672276,0.00009097907,0.0001389114,0.00001321519,0.07460479,0.000007084253,0.002462191,0.1334908,0.007481919,0.01365636],"study_design_scores_gemma":[0.001200708,0.00001838316,0.794242,0.0007326517,0.00002321228,0.000003418194,0.03444536,0.0000162899,0.001820748,0.1512333,0.01600559,0.0002583832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9310982,0.01008239,0.00002977114,0.002688588,0.0006915808,0.0004544001,0.00009845785,0.00001188386,0.05484473],"genre_scores_gemma":[0.9892779,0.01011958,0.000004933507,0.0003557859,0.0001381234,0.00002000152,0.000003693432,0.000007182294,0.0000727799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05817973,"threshold_uncertainty_score":0.9999516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3850635967009712,"score_gpt":0.5915537852157099,"score_spread":0.2064901885147387,"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."}}