{"id":"W261688607","doi":"","title":"Franklin H. Littell's and Israel W. Charny's Early Warning Systems","year":2011,"lang":"en","type":"article","venue":"Journal of ecumenical studies","topic":"Political Conflict and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Politics; Political science; Sociology; Government (linguistics); Homeland; Law; Criminology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077958,0.0000966538,0.0003542657,0.00003423197,0.0002860118,0.00005301488,0.0001917882,0.00007604715,0.00002722904],"category_scores_gemma":[0.001352705,0.00007037378,0.00009330281,0.00009442861,0.0004455723,0.0002727048,0.00007311266,0.0002599542,0.0000154291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006088846,"about_ca_system_score_gemma":0.00005074571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437055,"about_ca_topic_score_gemma":0.0001645622,"domain_scores_codex":[0.9986057,0.0001577272,0.0004150808,0.0001014658,0.0004044519,0.0003156301],"domain_scores_gemma":[0.9987829,0.000388303,0.0002862754,0.00006419474,0.00025627,0.0002220973],"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":[0.0002683894,0.0002486299,0.1856729,0.0001179232,0.0008414462,0.0002306044,0.1348319,0.000001286187,0.0002065205,0.6655861,0.005287501,0.006706759],"study_design_scores_gemma":[0.001684783,0.001225886,0.2446594,0.0005380927,0.000283521,0.0000426556,0.03983659,0.00002266904,0.0002012279,0.02004438,0.690855,0.0006058086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541308,0.022563,0.0000588967,0.001623846,0.0007315472,0.0000892932,0.000002694818,0.00001657807,0.02078338],"genre_scores_gemma":[0.994281,0.00294604,0.0001949024,0.0002091031,0.0006673554,0.00000176815,2.480816e-8,0.000005833581,0.001693988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6855674,"threshold_uncertainty_score":0.2869759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646153163954697,"score_gpt":0.371903267059167,"score_spread":0.2072879506636973,"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."}}