{"id":"W4234707053","doi":"10.2139/ssrn.2152670","title":"Overdetermined Atrocities","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Overdetermined system; Computer science; Political science; Computer security; Mathematics; Applied mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196502,0.000081732,0.0001004079,0.00004663952,0.0005955895,0.00007216217,0.0002287565,0.00007878226,0.00007388392],"category_scores_gemma":[0.0001034849,0.00007705182,0.0001016366,0.0001189967,0.0001012359,0.0004992044,0.00002117345,0.0007963763,0.0000823884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009513855,"about_ca_system_score_gemma":0.001279923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005641074,"about_ca_topic_score_gemma":0.008853865,"domain_scores_codex":[0.9964159,0.0001241914,0.0001321124,0.00006624276,0.0003270003,0.002934615],"domain_scores_gemma":[0.9996067,0.00003394634,0.00007412615,0.00007107457,0.00005308156,0.0001610137],"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":[0.000008955025,0.00002252632,0.006859392,9.240964e-7,0.00003095851,6.774163e-7,0.005208896,0.000001146055,0.00001635224,0.9807488,0.0005363565,0.006565027],"study_design_scores_gemma":[0.0004025274,0.0001215687,0.00179376,0.000009325588,0.00003761274,0.0001192792,0.06288081,0.00001542674,0.000005631977,0.581679,0.3526529,0.0002820849],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009387,0.006264438,0.001637949,0.00396539,0.00106062,0.0001131692,0.000002582137,0.00008524655,0.08593192],"genre_scores_gemma":[0.9890208,0.004543637,0.0000608387,0.0002523941,0.001084072,0.000001142569,0.000001222927,0.000008074399,0.00502781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3990697,"threshold_uncertainty_score":0.4940664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00947899658138194,"score_gpt":0.280651057402156,"score_spread":0.2711720608207741,"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."}}