{"id":"W4310045236","doi":"10.21810/jicw.v5i2.5046","title":"MAD* Beyond Defence","year":2022,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Military Strategy and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Futures studies; Drone; Computer security; Risk analysis (engineering); Computer science; Business; Political science; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003420345,0.0009766741,0.00051013,0.002903101,0.0019395,0.008196042,0.001915223,0.001507288,0.08877819],"category_scores_gemma":[0.009227801,0.0004100888,0.0006885054,0.002058067,0.001699867,0.005156687,0.005791372,0.002126992,0.02177677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511612,"about_ca_system_score_gemma":0.001977522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002954635,"about_ca_topic_score_gemma":0.005751345,"domain_scores_codex":[0.9965714,0.001248876,0.0002155593,0.0004441612,0.001235024,0.0002849448],"domain_scores_gemma":[0.9954698,0.001720493,0.0004566304,0.000978368,0.0008025857,0.0005721074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004736349,0.0001557771,0.01075844,0.001173368,0.00007040669,0.0004339651,0.007213132,0.002507255,0.004311356,0.1699363,0.1593264,0.64364],"study_design_scores_gemma":[0.00001623792,0.000130003,0.005498557,0.0003357028,0.00001456726,0.0002940999,0.003082513,0.001070108,0.001348047,0.02230691,0.9658708,0.00003252728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02994546,0.003072955,0.09126935,0.01109427,0.002111729,0.0009147629,0.00832318,0.007577825,0.8456905],"genre_scores_gemma":[0.4162838,0.00224875,0.2411299,0.005310932,0.0004185734,0.001307469,0.008441907,0.001809455,0.3230492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08877819,"threshold_uncertainty_score":0.2969927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547822473964518,"score_gpt":0.2203025376815026,"score_spread":0.2048243129418574,"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."}}