{"id":"W3211554187","doi":"","title":"DIPL 2101 Ethnopolitical Landscape: Nations and Ethnicity","year":2018,"lang":"en","type":"article","venue":"Seton Hall University eRepository (Seton Hall University)","topic":"Minority Rights and Languages","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Geography; Political science; Development economics; Economics; Law","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003412216,0.000258114,0.0002991589,0.0006111193,0.003052848,0.0001132604,0.0006549198,0.0004047291,0.0007746075],"category_scores_gemma":[0.00008401984,0.0002910884,0.0001480009,0.0008414846,0.001764191,0.00071943,0.0003096382,0.0003925364,0.00008784814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000454443,"about_ca_system_score_gemma":0.0003767564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01712671,"about_ca_topic_score_gemma":0.04973225,"domain_scores_codex":[0.9975448,0.00056968,0.0001549234,0.0006297053,0.0004637871,0.0006371643],"domain_scores_gemma":[0.9982652,0.0002814381,0.0001278527,0.0003784119,0.0003768661,0.0005702279],"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":[0.0001894147,0.0002845175,0.0137916,0.00005131442,0.0001789649,0.0008992833,0.02276364,0.000003318811,0.0004526811,0.9559514,0.004624233,0.000809665],"study_design_scores_gemma":[0.001463963,0.0002623536,0.01372063,0.00006909335,0.0002953435,0.0000212161,0.05234773,0.0001780963,0.0004445124,0.0009563163,0.9294245,0.0008162482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3798912,0.00006889539,0.0004117565,0.001147697,0.0004471462,0.0002517889,0.00005658546,0.0002727994,0.6174522],"genre_scores_gemma":[0.8993151,0.0001951562,0.0003022921,0.0001029634,0.0004579583,1.050342e-7,0.00002115233,0.00001459597,0.09959066],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.954995,"threshold_uncertainty_score":0.9999541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507004737749983,"score_gpt":0.2445761670974038,"score_spread":0.229506119719904,"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."}}