{"id":"W37579206","doi":"10.1093/cid/ciad359","title":"ARABAL conference 2011: Middle East production on path to success","year":2011,"lang":"en","type":"article","venue":"Aluminium international today","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Middle East; Production (economics); Path (computing); History; Computer science; Economics; Archaeology; Operating system; Microeconomics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008254507,0.0009493703,0.0004700941,0.001124987,0.004270385,0.007791525,0.0009065985,0.002797215,0.1407276],"category_scores_gemma":[0.005649313,0.0003005335,0.0003876703,0.001034555,0.00158078,0.002623656,0.004759564,0.002759837,0.02563878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004799345,"about_ca_system_score_gemma":0.01305013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01696694,"about_ca_topic_score_gemma":0.03481407,"domain_scores_codex":[0.9981092,0.000584904,0.00007177751,0.0001042786,0.0004568798,0.0006729858],"domain_scores_gemma":[0.9963579,0.0004868734,0.0001835031,0.0002438881,0.001061307,0.001666579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005163641,0.0002609807,0.005077534,0.0005158094,0.00003665774,0.0004214613,0.00182249,0.0002328927,0.001558815,0.07981423,0.7158359,0.1939068],"study_design_scores_gemma":[0.00004033043,0.0001298088,0.008141269,0.0002227722,0.000007727897,0.00005430122,0.001616895,0.00006434246,0.0004469633,0.002952199,0.9863102,0.0000131485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04261478,0.03718275,0.001979409,0.3537911,0.02534452,0.0004887801,0.00189593,0.0004187817,0.5362841],"genre_scores_gemma":[0.1818656,0.01425666,0.003559774,0.02635011,0.003245675,0.0002889902,0.00122669,0.000264493,0.7689421],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1407276,"threshold_uncertainty_score":0.4707807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176153758103585,"score_gpt":0.307052996764522,"score_spread":0.1894376209541635,"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."}}