{"id":"W2921381797","doi":"10.4324/9780429493454-12","title":"Manufacturing and Transportation: Middle East Heartland","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Cyprus History, Politics, Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Ancient history; Archaeology; Political science; History","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001891821,0.0001808991,0.0002219739,0.00004168248,0.000457507,0.00005298113,0.00011622,0.0003330858,0.007873423],"category_scores_gemma":[0.000006600213,0.0001909159,0.0001163508,0.000005513013,0.0008607596,0.00008897966,0.000008645109,0.0001746012,0.0002645191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002063598,"about_ca_system_score_gemma":0.0001551971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186826,"about_ca_topic_score_gemma":0.02582562,"domain_scores_codex":[0.9988919,0.00001332107,0.0001960645,0.0002963803,0.0003375366,0.0002647566],"domain_scores_gemma":[0.9994544,0.00004019986,0.00008332284,0.0001630545,0.00006079999,0.0001982393],"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":[0.00001131186,0.00001855658,0.0001673862,0.0001564577,0.0001223655,0.0000216709,0.2046551,2.582394e-7,0.00000243903,0.6757897,0.1176723,0.001382509],"study_design_scores_gemma":[0.0001089849,0.00001593639,0.0002454668,0.00004774534,0.00003592221,7.087277e-7,0.002227757,3.32172e-7,0.0000121039,0.0111593,0.9859082,0.0002375293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00208392,0.0003558431,0.00001725523,0.0004386761,0.0004896345,0.0001923101,0.0000500123,0.0001079885,0.9962643],"genre_scores_gemma":[0.02004823,0.0002594515,0.0003167314,0.0004526544,0.001288264,0.000002905802,0.00002739462,0.00003566047,0.9775687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8682359,"threshold_uncertainty_score":0.9930335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799427882402233,"score_gpt":0.263518588164545,"score_spread":0.2055243093405227,"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."}}