{"id":"W4247923996","doi":"10.1108/978-1-78756-044-420191018","title":"Index","year":2019,"lang":"en","type":"paratext","venue":"","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Refugee; Sociology; Law","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":["insufficient_payload"],"category_scores_codex":[0.00009630464,0.00007914704,0.000118236,0.00004027276,0.0001705336,0.00006127442,0.000251807,0.0002711243,0.04424801],"category_scores_gemma":[0.00001987526,0.00005202686,0.00007032074,0.000117102,0.0001091552,0.00004498491,0.00003033813,0.0001303106,0.1345601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372473,"about_ca_system_score_gemma":0.0009804873,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04661651,"about_ca_topic_score_gemma":0.00126098,"domain_scores_codex":[0.9992529,0.00002100948,0.00008880851,0.0001160369,0.0002868889,0.0002343272],"domain_scores_gemma":[0.9996576,0.00002022882,0.00005253654,0.000114194,0.00007255646,0.00008289967],"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":[4.607512e-7,0.000008349126,0.00001667083,0.000005986745,0.000007148544,2.89991e-8,0.0005969255,0.00001362281,8.787246e-8,0.03279353,0.9660094,0.0005478152],"study_design_scores_gemma":[0.00002402381,0.000004078817,0.0001388834,0.000009760709,0.000001581071,9.782854e-8,0.002019875,8.576006e-7,3.944261e-7,0.0004340051,0.9972712,0.00009524458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000910548,0.0004284435,0.00001158479,0.005328904,0.01072974,0.0001383797,0.00001855069,0.00001333521,0.98324],"genre_scores_gemma":[0.008787801,0.0006526472,0.00001033569,0.001703299,0.001977924,0.000004393941,0.00004936301,0.000006863301,0.9868073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0903121,"threshold_uncertainty_score":0.9597322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741945464379986,"score_gpt":0.3582794063215329,"score_spread":0.3408599516777331,"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."}}