{"id":"W4411160654","doi":"10.1017/s1537592725000519","title":"Risky Business: Organizational Challenges in International Support for Civilian Self-Protection","year":2025,"lang":"en","type":"article","venue":"Perspectives on Politics","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Montréal; Social Sciences and Humanities Research Council; University of Oxford; Fonds de Recherche du Québec-Société et Culture; European University Institute; McGill University","keywords":"Business","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003260938,0.0001416243,0.0001579721,0.0002962422,0.0002669614,0.00006722252,0.0002928838,0.0001449243,0.000158174],"category_scores_gemma":[0.0009428422,0.0001531466,0.00005783568,0.0003375456,0.0001844341,0.0001825,0.00003377962,0.0001607047,0.00003120773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008274955,"about_ca_system_score_gemma":0.0004400766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395722,"about_ca_topic_score_gemma":0.0007052001,"domain_scores_codex":[0.9985849,0.00009733415,0.0002268245,0.0003668167,0.0002984026,0.000425702],"domain_scores_gemma":[0.9989538,0.0002070787,0.00005732735,0.0001574597,0.0005327444,0.00009161288],"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":[0.00003047635,0.0004338622,0.001537694,0.00004382379,0.00004661802,0.000002641507,0.1335939,0.000008845477,0.00001321556,0.8625351,0.0003870178,0.001366864],"study_design_scores_gemma":[0.001145448,0.0001544238,0.06141239,0.0001853997,0.00003801314,0.000002125156,0.7664875,0.0004679843,0.0001121056,0.08814136,0.08142665,0.0004266034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4190781,0.001464158,0.01388427,0.1739518,0.008158191,0.00273584,0.0004754044,0.0009913817,0.3792608],"genre_scores_gemma":[0.9956689,0.001114779,0.000119451,0.0004608206,0.0007602596,0.00006868332,0.00001087865,0.00001464434,0.001781586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7743937,"threshold_uncertainty_score":0.6245137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145243177585923,"score_gpt":0.3310785244136795,"score_spread":0.2996260926378203,"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."}}