{"id":"W4407162697","doi":"10.33682/ntr0-y8yw","title":"Understanding Perspectives and Practices of \"Learning through Play\" in East African Refugee and Host-Country Schools","year":2025,"lang":"en","type":"article","venue":"Journal on Education in Emergencies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Refugee; Host (biology); Political science; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009215146,0.00007227925,0.0001201299,0.0003672774,0.0003552475,0.000104493,0.00007790948,0.00005080091,0.00009074073],"category_scores_gemma":[0.001648204,0.00007010445,0.00001504379,0.0006186501,0.0001075292,0.0005031129,0.00001646741,0.0003468695,0.000001029331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004415279,"about_ca_system_score_gemma":0.002192161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008566444,"about_ca_topic_score_gemma":0.001541922,"domain_scores_codex":[0.9989898,0.0002124216,0.0002853705,0.0001388671,0.0002269835,0.0001465223],"domain_scores_gemma":[0.9992937,0.0001505708,0.0003448509,0.00004707895,0.000107483,0.00005634607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002297639,0.0001896048,0.5151606,0.00001728342,0.00001798905,3.658802e-7,0.3493297,0.00002154955,0.00005148873,0.1329334,0.00168281,0.0005723405],"study_design_scores_gemma":[0.00009844342,0.00002105282,0.3405011,0.0001473545,0.000004053486,0.000001246629,0.6453276,0.000001756791,0.00000721401,0.004797944,0.009038297,0.00005388054],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508541,0.002194821,0.00003826193,0.01443896,0.0006923255,0.0001199532,4.376204e-7,0.000007017813,0.03165409],"genre_scores_gemma":[0.9929901,0.005010138,0.0005786133,0.0001121419,0.0001086498,0.000005678182,4.409729e-7,0.000003609234,0.00119066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2959979,"threshold_uncertainty_score":0.3888799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05685147491332997,"score_gpt":0.3866114083549966,"score_spread":0.3297599334416666,"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."}}