{"id":"W2112304568","doi":"10.24908/ijesjp.v2i1.3661","title":"Peace and Conflict: Engineering Responsibilities and Opportunities","year":2013,"lang":"en","type":"article","venue":"International Journal of Engineering Social Justice and Peace","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social conflict; Politics; Social engineering (security); Power (physics); Engineering ethics; Political science; Engineering; Management science; Public relations; Computer science; Computer security; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01770844,0.001134068,0.0006219341,0.00314805,0.02400691,0.01835118,0.001829527,0.004340166,0.01103935],"category_scores_gemma":[0.01981215,0.0006408719,0.0005779088,0.002521154,0.04481627,0.01635035,0.01943008,0.00630708,0.001238788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003675191,"about_ca_system_score_gemma":0.0074956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008179952,"about_ca_topic_score_gemma":0.001062829,"domain_scores_codex":[0.9773211,0.01596409,0.0006423327,0.0007272005,0.002812302,0.002532992],"domain_scores_gemma":[0.9842174,0.007615777,0.001702966,0.0009568266,0.001765688,0.003741361],"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":[0.00003242863,0.00007860017,0.001759345,0.000132505,0.00001145286,0.0006887221,0.0410813,0.0004461406,0.0003131006,0.9195885,0.002692442,0.03317541],"study_design_scores_gemma":[0.00001625743,0.00008805477,0.001451385,0.0004788667,0.000008765457,0.001148727,0.1196498,0.0008041907,0.0003944942,0.73805,0.1378717,0.00003782006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08313526,0.01056635,0.05532325,0.08660313,0.001480976,0.0002157139,0.00003810189,0.0001248991,0.7625123],"genre_scores_gemma":[0.9740739,0.003280335,0.004267599,0.001907269,0.0003949766,0.0001630619,0.00001432821,0.00005536867,0.01584319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02400691,"threshold_uncertainty_score":0.09365231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573460388792998,"score_gpt":0.2891985672878907,"score_spread":0.2634639633999608,"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."}}