{"id":"W4251197999","doi":"10.18502/aqf.0101","title":"The Gulf Comparative Education Society's (GCES) Eighth Biannual Symposium Public, Private, and Philanthropy: Exploring the Impact of New Actors on Education in the GCC","year":2018,"lang":"en","type":"article","venue":"","topic":"Educational Practices and Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Theme (computing); Political science; Mainstream; Private sector; Power (physics); Library science; Sociology; Law; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001121914,0.0001148113,0.0001022697,0.00003945859,0.001095396,0.0003026504,0.0004422323,0.00004740143,0.0001064394],"category_scores_gemma":[0.0001487833,0.00005223838,0.0000693232,0.0003613732,0.0005837819,0.000784201,0.00003493605,0.0001821393,0.00001267638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001286935,"about_ca_system_score_gemma":0.002343644,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008080108,"about_ca_topic_score_gemma":0.005934822,"domain_scores_codex":[0.9986667,0.0003728644,0.0001952793,0.000179613,0.0003620515,0.0002234845],"domain_scores_gemma":[0.9980725,0.00118424,0.000205749,0.0002407592,0.0002219584,0.00007476666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004094151,0.0007732662,0.01168242,0.000007133132,0.00008423755,2.023549e-8,0.5008446,0.000005090861,0.0001018767,0.3581164,0.1064371,0.02190688],"study_design_scores_gemma":[0.000105806,0.0002091365,0.1234264,0.00003270858,0.00001578573,0.00000102413,0.7013637,0.00001595164,0.0001235897,0.006891249,0.1676878,0.0001268019],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8387159,0.0003974717,0.000005509057,0.1034823,0.0006544265,0.0003742752,0.000001718057,0.00001171585,0.05635673],"genre_scores_gemma":[0.9942491,0.002607313,0.00005434138,0.0003559462,0.001381998,0.00005295508,0.000004787898,0.000006021884,0.001287508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3512252,"threshold_uncertainty_score":0.9985251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1543902504944394,"score_gpt":0.4397755189606411,"score_spread":0.2853852684662017,"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."}}