{"id":"W3139234970","doi":"10.3233/nhsdp210020","title":"Personality Traits-Based Terrorism Risk Assessment: Determining Reliability Using Open-Source Data","year":2021,"lang":"en","type":"book-chapter","venue":"NATO science for peace and security series. Sub-series E, Human and societal dynamics","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Terrorism; Personality; Psychology; Reliability (semiconductor); Big Five personality traits; Inclusion (mineral); Trait; Sample (material); Applied psychology; Social psychology; Computer science; Political science","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","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002587649,0.0008407531,0.001267641,0.0001538648,0.004079865,0.001133639,0.001574461,0.0006851692,0.0001594283],"category_scores_gemma":[0.0001959226,0.0008699691,0.0002983043,0.0002158117,0.00461532,0.001864817,0.002014235,0.001246296,0.000001547583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003584359,"about_ca_system_score_gemma":0.0007055548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005576843,"about_ca_topic_score_gemma":0.004044137,"domain_scores_codex":[0.9949149,0.0001394986,0.0008343614,0.002410088,0.000770008,0.0009311142],"domain_scores_gemma":[0.9968668,0.0002734555,0.0006753755,0.001295347,0.0005420071,0.0003469791],"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":[0.002045234,0.001716255,0.05023988,0.005301256,0.003192592,0.0004336939,0.1772448,0.00004973934,0.001192266,0.7181882,0.006418945,0.03397712],"study_design_scores_gemma":[0.01791053,0.007204352,0.0680242,0.001308806,0.006089197,0.001104176,0.2618778,0.1387026,0.0001445886,0.170402,0.3103141,0.01691757],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457031,0.00429465,0.0008581378,0.0006562407,0.001061075,0.002057354,0.006040764,0.0002144556,0.03911422],"genre_scores_gemma":[0.9250801,0.003673967,0.006985267,0.001081697,0.0005943282,0.0001534046,0.003123776,0.0003306321,0.0589768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5477862,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06741086437548668,"score_gpt":0.3698757212553909,"score_spread":0.3024648568799042,"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."}}