{"id":"W2320498840","doi":"10.3167/np.2011.150107","title":"Andreea Bretan, <i>Die Syrische Steppe: Mobile Viehzucht, Internationale Entwicklungshilfe Und Globale Märkte</i>","year":2011,"lang":"de","type":"article","venue":"Nomadic Peoples","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Die (integrated circuit); Political science; Geography; Geology; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001043219,0.0006820458,0.0008094505,0.0001932863,0.0007567643,0.0003304779,0.001844813,0.0006126541,0.004557743],"category_scores_gemma":[0.0007735014,0.0007173697,0.0004811163,0.0006373278,0.00141676,0.0007787002,0.0006010546,0.0006291149,0.004578838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006471856,"about_ca_system_score_gemma":0.001274298,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00973659,"about_ca_topic_score_gemma":0.02610052,"domain_scores_codex":[0.9940853,0.0005398219,0.001046233,0.001116123,0.001456253,0.001756259],"domain_scores_gemma":[0.9964359,0.0007968348,0.0004752064,0.0008694336,0.0003936224,0.00102902],"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":[0.000472048,0.006045801,0.234194,0.00089139,0.003153192,0.0006456323,0.0942855,0.00003593362,0.000224464,0.6036628,0.02625497,0.0301343],"study_design_scores_gemma":[0.003230059,0.001492211,0.08605453,0.0008033696,0.002230729,0.00004950809,0.02178226,0.002037918,0.0004956166,0.02903427,0.8495513,0.003238227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7037517,0.03729951,0.0003588109,0.0008287741,0.004947778,0.001387332,0.001508992,0.000361311,0.2495558],"genre_scores_gemma":[0.9782039,0.007969563,0.001042049,0.001258909,0.001554379,0.0001348246,0.0002006637,0.00009135292,0.009544347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8232963,"threshold_uncertainty_score":0.9995278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02909527513658935,"score_gpt":0.2878286766029513,"score_spread":0.2587334014663619,"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."}}