{"id":"W4408940552","doi":"10.5038/1911-9933.18.1.1958","title":"The Use of Geospatial Imagery in Myanmar for Mass Atrocity Prevention","year":2024,"lang":"en","type":"article","venue":"Genocide Studies and Prevention","topic":"Asian Geopolitics and Ethnography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Genocide; Geography; Cartography; Political science","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":[0.0009157192,0.00006332932,0.0001152882,0.00004958675,0.0004447281,0.00007256553,0.00004969522,0.0000452192,0.000005286577],"category_scores_gemma":[0.0001856861,0.00004858377,0.0001291975,0.0001592003,0.0002178107,0.0001602312,0.00003179846,0.00005693761,7.276068e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003057276,"about_ca_system_score_gemma":0.00004861354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004469801,"about_ca_topic_score_gemma":0.003003888,"domain_scores_codex":[0.9992015,0.000130119,0.0002068826,0.000137686,0.0001235752,0.0002002406],"domain_scores_gemma":[0.9993932,0.000384641,0.00005887319,0.00006480116,0.00007454025,0.00002392705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009030597,0.00001128986,0.001945386,0.0006394981,0.0004643457,0.000002653842,0.05614171,0.00001878392,0.0001548655,0.0973727,0.007906539,0.8352519],"study_design_scores_gemma":[0.0001279334,0.00009390552,0.003999787,0.0001827502,0.00006217464,1.627307e-7,0.01719764,0.00004096324,0.00002800751,0.9037998,0.07438238,0.00008449818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4595348,0.1429733,0.3710263,0.01285559,0.004733646,0.004793966,0.0001339341,0.0002034262,0.00374499],"genre_scores_gemma":[0.8842316,0.02074606,0.08005333,0.00007468429,0.001089897,0.0003492728,0.00002507569,0.00003490062,0.0133952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8351674,"threshold_uncertainty_score":0.3420534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030284315416464,"score_gpt":0.3879110616687834,"score_spread":0.284882630127137,"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."}}