{"id":"W4319659769","doi":"10.1017/9781108878142.014","title":"Mesopotamian City-States","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Period (music); Mesopotamia; Narrative; Elite; Wage labour; Wage; Geography; Economy; Agriculture; Economic history; Economic geography; History; Political science; Economics; Archaeology; Law; Politics","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"],"consensus_categories":[],"category_scores_codex":[0.0003708488,0.0003820207,0.0004355662,0.0002669957,0.0008046507,0.0001074627,0.0009458321,0.0007386015,0.0000305154],"category_scores_gemma":[0.00003328892,0.0005037173,0.0002836788,0.00002913789,0.0008738686,0.0001193413,0.0004264138,0.0007483163,0.0001886266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417238,"about_ca_system_score_gemma":0.0002376096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650709,"about_ca_topic_score_gemma":0.000531142,"domain_scores_codex":[0.9978252,0.0001354837,0.0001917463,0.0006204673,0.0006024467,0.0006246694],"domain_scores_gemma":[0.9984035,0.0002418812,0.0002450854,0.0005267439,0.0002034978,0.0003793003],"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":[0.00001846281,0.000003294861,0.00000489902,0.00002435186,0.00008888368,0.0004841785,0.0009314195,0.000001786927,5.714465e-7,0.775758,0.2213014,0.001382777],"study_design_scores_gemma":[0.0002242608,0.00002216977,0.00001638837,0.000167366,0.0001385192,0.000001716849,0.0006849598,0.00001451786,0.000005624001,0.0001625483,0.99806,0.0005019316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002981431,0.0001109138,0.0000606835,0.000192282,0.001102883,0.0005195471,0.0002512964,0.0007509319,0.9969816],"genre_scores_gemma":[0.0002824153,0.0009688336,0.00003158354,0.0001287349,0.001164644,9.888117e-7,0.00009431915,0.00009565822,0.9972328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7767586,"threshold_uncertainty_score":0.9997414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04450469879395267,"score_gpt":0.2441863745772984,"score_spread":0.1996816757833458,"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."}}