{"id":"W2992071544","doi":"","title":"The Role Of Artificial Intelligence In Facilitating Military Innovation","year":2019,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Subject (documents); Military intelligence; Political science; Military science; Engineering ethics; Knowledge management; Sociology; Engineering; Computer science; Law","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":[0.006375524,0.0003565365,0.0002683465,0.002733137,0.003210154,0.009561011,0.0009595595,0.002526579,0.005933836],"category_scores_gemma":[0.0148052,0.0002761942,0.0006373628,0.001912334,0.01345083,0.008058286,0.004989237,0.001829785,0.0006874733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357705,"about_ca_system_score_gemma":0.005875978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001566672,"about_ca_topic_score_gemma":0.001695986,"domain_scores_codex":[0.9945477,0.003034142,0.0002172121,0.0003589742,0.001051644,0.0007903596],"domain_scores_gemma":[0.9713017,0.02237204,0.002704837,0.00118144,0.001290361,0.0011497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003931441,0.00006364796,0.004121708,0.0003017742,0.00001475919,0.0005045298,0.005997899,0.001495428,0.0005284034,0.9551996,0.001327981,0.0304048],"study_design_scores_gemma":[0.0000599859,0.0001814272,0.01005733,0.001168189,0.00005111994,0.0008333665,0.01246617,0.005756368,0.00187047,0.8046716,0.162816,0.00006794869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1224932,0.006632699,0.02275302,0.02470822,0.000287715,0.0001280724,0.00003340247,0.0001010219,0.8228627],"genre_scores_gemma":[0.984246,0.00308214,0.007066556,0.0007804509,0.0001456916,0.00008265494,0.00001090783,0.00001391291,0.004571763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009561011,"threshold_uncertainty_score":0.03371739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936455305957326,"score_gpt":0.2764911392457345,"score_spread":0.2471265861861612,"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."}}