{"id":"W3139144707","doi":"10.3233/nhsdp210018","title":"The Role of Psychological Assessment in Countering Violent Extremism","year":2021,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. Sub-series E, Human and societal dynamics","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Radicalization; Disengagement theory; Violent extremism; Psychological intervention; Terrorism; Psychology; Criminology; Political science; Social psychology; Medicine; Psychiatry; Law","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001433036,0.000394773,0.0005897814,0.00009339726,0.002034687,0.0004657868,0.0006616364,0.0004909718,0.00003046566],"category_scores_gemma":[0.00008790099,0.0003413385,0.0002169702,0.0001440629,0.006605099,0.0006469249,0.0002672439,0.0007297155,6.204406e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765861,"about_ca_system_score_gemma":0.0004117681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002367218,"about_ca_topic_score_gemma":0.008057916,"domain_scores_codex":[0.9969102,0.00006598499,0.0006045359,0.000782805,0.0008491543,0.0007873175],"domain_scores_gemma":[0.9985828,0.0001683619,0.0002760193,0.0003537777,0.0003375457,0.0002815433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004237854,0.00006197354,0.000465478,0.0001086146,0.00002255412,0.000007119464,0.03409801,3.457361e-7,0.0002474892,0.9594895,0.00006705167,0.005389449],"study_design_scores_gemma":[0.0009666164,0.00110034,0.002836413,0.0009065679,0.0001112717,0.00004766849,0.4777019,0.00148997,0.00008121915,0.3759801,0.1371678,0.001610131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958593,0.008575344,0.00005496532,0.001408399,0.001296025,0.00120925,0.0004527842,0.00009196652,0.09105194],"genre_scores_gemma":[0.9707603,0.0180448,0.00004181535,0.0001157919,0.0001835866,0.00003794749,0.00004251151,0.00002715796,0.01074612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5835094,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179362979618027,"score_gpt":0.3307239668555193,"score_spread":0.3127876688937166,"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."}}