{"id":"W2101131552","doi":"10.21083/ajote.v2i2.1690","title":"Teachers’ Influence on Children’s Selection and Use of Play Materials in Kenya","year":2012,"lang":"en","type":"article","venue":"African Journal of Teacher Education","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Psychology; Kenya; Developmental psychology; Selection (genetic algorithm); Set (abstract data type); Schedule; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007827056,0.00005512486,0.0001275757,0.0001551434,0.00008481911,0.0000415256,0.00006882684,0.00003984631,0.00001701567],"category_scores_gemma":[0.0003274997,0.00004952835,0.00002216067,0.0001541873,0.00003695823,0.0005514486,0.00001110737,0.0001059776,0.000001484592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249454,"about_ca_system_score_gemma":0.0001335486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506043,"about_ca_topic_score_gemma":0.0003825202,"domain_scores_codex":[0.9991583,0.0002248434,0.0002378107,0.00005619985,0.0001859264,0.0001369709],"domain_scores_gemma":[0.9994845,0.00002634233,0.0002842068,0.00004212575,0.00009719999,0.00006558284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001106856,0.0002813797,0.9160972,0.000002237352,0.00001660697,3.594456e-8,0.07723343,0.000009716075,0.001072129,0.0003882956,0.001617862,0.003270075],"study_design_scores_gemma":[0.00009027853,0.00005498217,0.9716821,0.00002978455,0.00001805701,0.000003613427,0.02600623,9.625089e-8,0.000554997,0.0001078405,0.001403311,0.00004869323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979751,0.0002571746,0.0000041182,0.00123074,0.0002749919,0.00007761812,9.127943e-7,0.000002798473,0.0001765589],"genre_scores_gemma":[0.9990894,0.000116278,0.0002378274,0.00003265333,0.0003060988,0.000002025457,4.541957e-7,0.000004152016,0.0002111297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558494,"threshold_uncertainty_score":0.5300112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456559983495124,"score_gpt":0.3090634868389067,"score_spread":0.2844978870039555,"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."}}