{"id":"W4250795918","doi":"10.1007/978-1-349-95810-8_1319","title":"Women's Research and Education Institute (WREI)","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Warwick; Rob and Bessie Welder Wildlife Foundation","keywords":"Sociology; Psychology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002202873,0.0003312595,0.0003871995,0.0004320575,0.001020373,0.0002382053,0.0005671505,0.0005411615,0.003128111],"category_scores_gemma":[0.0001433223,0.0003646892,0.00006323013,0.0000308675,0.002705825,0.000002732612,0.000281735,0.0005002894,0.00138795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001133476,"about_ca_system_score_gemma":0.001971678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003081412,"about_ca_topic_score_gemma":0.0008139869,"domain_scores_codex":[0.9973642,0.0001100086,0.0003942633,0.0006872172,0.0006828706,0.000761434],"domain_scores_gemma":[0.9983029,0.0002163831,0.0002007194,0.0004770857,0.0004038646,0.0003989828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001225082,5.273026e-7,0.000167701,0.00002879265,0.00006336881,0.000004659683,0.0216337,6.152713e-9,0.000004637793,0.9406546,0.001024914,0.0364048],"study_design_scores_gemma":[0.0001066972,0.00004426783,0.0001186946,0.00009008664,0.000007609498,0.000002057001,0.002420792,1.294478e-7,0.000006650996,0.7136094,0.2832975,0.0002961566],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008163884,0.0003617997,0.000002917137,0.000238607,0.001861103,0.0007887061,0.00001681313,0.00009530222,0.9884709],"genre_scores_gemma":[0.6567024,0.0004678503,0.0004300421,0.0002859367,0.001729891,0.0001413767,0.00002653082,0.00006301575,0.3401529],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6485385,"threshold_uncertainty_score":0.9998805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07379225690768702,"score_gpt":0.3428329849954549,"score_spread":0.2690407280877679,"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."}}