{"id":"W4285309341","doi":"10.7202/1089733ar","title":"Machine-jihad","year":2022,"lang":"en","type":"article","venue":"Criminologie","topic":"Terrorism, Counterterrorism, and Political Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001546299,0.0008925021,0.0004371002,0.001316811,0.00371875,0.007452996,0.001218074,0.002175881,0.08319407],"category_scores_gemma":[0.005838336,0.0004209298,0.0006315756,0.001536369,0.006169223,0.007243289,0.00402501,0.001918552,0.02401469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002381185,"about_ca_system_score_gemma":0.00235041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00460172,"about_ca_topic_score_gemma":0.006173938,"domain_scores_codex":[0.9982779,0.0006080057,0.00007066168,0.0004377002,0.0003624891,0.0002432627],"domain_scores_gemma":[0.9978713,0.0007360282,0.0001862325,0.0006444629,0.000281542,0.0002803541],"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":[0.0001392893,0.00004997882,0.002967328,0.0004497693,0.00002595618,0.0003331427,0.007167409,0.001570779,0.001070732,0.6736826,0.136426,0.176117],"study_design_scores_gemma":[0.00001444325,0.00002620783,0.001438193,0.0001809299,0.000009516082,0.0002527761,0.002115551,0.001664405,0.0006128119,0.1155489,0.8781091,0.00002715213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01595166,0.004007974,0.05151151,0.01776347,0.002190878,0.0001551337,0.0009364339,0.003327297,0.9041557],"genre_scores_gemma":[0.4343873,0.004265375,0.03663355,0.004574028,0.001059087,0.0003080765,0.001684735,0.001484069,0.5156037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08319407,"threshold_uncertainty_score":0.2783119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3308592372624817,"score_gpt":0.4206918814051821,"score_spread":0.08983264414270042,"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."}}