{"id":"W4251805991","doi":"10.2139/ssrn.2459250","title":"Beyond Baghdad: Finding a Way Past the Negative Consequences of War","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Political science; History; Ancient history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003585091,0.0005680792,0.0007137661,0.001536374,0.02392755,0.01453873,0.001287027,0.005803735,0.0230838],"category_scores_gemma":[0.005051318,0.0002709047,0.0003328958,0.001764586,0.01949327,0.02122563,0.00855545,0.006429994,0.002789774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004771557,"about_ca_system_score_gemma":0.008634332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0136927,"about_ca_topic_score_gemma":0.03800736,"domain_scores_codex":[0.9981012,0.0008012127,0.00002651834,0.0001565198,0.0001626893,0.0007519092],"domain_scores_gemma":[0.998553,0.0003704852,0.0002076805,0.0001341404,0.0001731427,0.0005614742],"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":[0.0003258601,0.0002074522,0.007468618,0.0003099289,0.00004416974,0.0008267582,0.08526146,0.0002640677,0.0007261148,0.5714829,0.1545559,0.1785267],"study_design_scores_gemma":[0.00003773084,0.0001214882,0.005082833,0.0004745459,0.00005217628,0.0005181655,0.1654424,0.0002112043,0.0004351062,0.2592592,0.5682863,0.00007883419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1915621,0.02403874,0.006076125,0.3792498,0.005585993,0.00004846534,0.0001835045,0.0002345915,0.3930207],"genre_scores_gemma":[0.9291885,0.005031521,0.003489937,0.02959622,0.000488096,0.00003602584,0.00006160401,0.0001048295,0.03200325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02392755,"threshold_uncertainty_score":0.077223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076783422590888,"score_gpt":0.2734818802065705,"score_spread":0.2627140459806616,"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."}}