{"id":"W2145369059","doi":"10.5539/ijps.v4n3p43","title":"Insurgency Decision-making under Conditions of Risk","year":2012,"lang":"en","type":"article","venue":"International Journal of Psychological Studies","topic":"Military Defense Systems Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chechen; Insurgency; Tamil; Spanish Civil War; Prospect theory; Risk aversion (psychology); Political science; Psychology; Social psychology; Expected utility hypothesis; Criminology; Law; Economics; Financial economics; Politics; Microeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004796188,0.00009840896,0.0002936375,0.0002040756,0.00002960435,0.000005751817,0.0002293489,0.00004813999,0.0003672823],"category_scores_gemma":[0.000613328,0.00006911331,0.0002272275,0.0001398212,0.00006737117,0.0001621328,0.00003667168,0.0001687948,0.00002825552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000703417,"about_ca_system_score_gemma":0.000002637231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002757771,"about_ca_topic_score_gemma":0.000005694277,"domain_scores_codex":[0.9986814,0.00005377738,0.0006685818,0.00006380913,0.0004047518,0.0001276871],"domain_scores_gemma":[0.9985734,0.0006122048,0.0002395817,0.00008852678,0.0004333787,0.00005294745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232562,0.001607537,0.7053801,0.00007063575,0.01698925,0.0001637623,0.007468571,0.1201593,0.00332756,0.01534588,0.05933354,0.06983053],"study_design_scores_gemma":[0.0006044086,0.0001018331,0.9662418,0.000358368,0.000184289,0.0002841927,0.002473884,0.0002099966,0.00009444965,0.02628227,0.002937307,0.000227136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700891,0.01197677,0.01347223,0.00005239651,0.002905523,0.00002664353,0.00003268451,0.00001717551,0.001427479],"genre_scores_gemma":[0.9949986,0.002298055,0.002228214,0.00003456607,0.0004253434,0.000001314737,7.3522e-7,0.000007098567,0.000006018279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608617,"threshold_uncertainty_score":0.4021484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04615905100979147,"score_gpt":0.3921136205633764,"score_spread":0.3459545695535849,"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."}}