{"id":"W4392285169","doi":"10.1002/cl2.1387","title":"Update on Campbell's Countering Violent Extremism programme","year":2024,"lang":"en","type":"editorial","venue":"Campbell Systematic Reviews","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Safety Canada","funders":"","keywords":"Criminology; Psychology; Violent extremism; Violent crime; Political science; Law; Terrorism","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009785277,0.001326018,0.003850348,0.0003060271,0.0005824977,0.001063621,0.002093262,0.001605118,0.0003722871],"category_scores_gemma":[0.006580321,0.0009676465,0.001257672,0.0005756986,0.0004160372,0.0002620529,0.0002457589,0.00190778,0.01230886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713339,"about_ca_system_score_gemma":0.0008964525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008701275,"about_ca_topic_score_gemma":0.0004722184,"domain_scores_codex":[0.9869081,0.003213416,0.003348239,0.00161235,0.002997622,0.001920314],"domain_scores_gemma":[0.9928399,0.002307803,0.001630489,0.001922911,0.0004242577,0.0008746117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008006222,0.00007411295,8.876812e-7,0.1241528,0.0001097428,0.00005694632,0.01362773,2.401548e-7,0.000002105183,0.000445017,0.8592875,0.002234841],"study_design_scores_gemma":[0.0001619953,0.0001000668,1.272148e-7,0.136687,0.0005367188,0.000004632333,0.007374757,0.00002258967,0.000001362746,0.0003135088,0.8539423,0.0008549385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001049511,0.06648957,0.0003017343,0.0004181053,0.9103916,0.01272027,0.0002047646,0.0005108202,0.008858168],"genre_scores_gemma":[0.007271597,0.0627519,0.00003880598,0.0005545482,0.9007025,0.005293821,0.000244992,0.0002922096,0.02284967],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0139915,"threshold_uncertainty_score":0.9999734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05740033192775852,"score_gpt":0.3670745266966955,"score_spread":0.309674194768937,"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."}}