{"id":"W3131523137","doi":"","title":"A Study on Pre-service Teachers’ Perceptions and Actual Conditions of the Private Qualification Related to Early Childhood Education","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Global Educational Reforms and Inequalities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perception; Private education; Private school; Psychology; Early childhood teacher; Service (business); Early childhood education; Medical education; Mathematics education; Pedagogy; Developmental psychology; Business; Higher education; Political science; Marketing; Medicine","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":[0.0005517429,0.0001790699,0.0001633895,0.0001854164,0.000745151,0.0001131097,0.0003686796,0.0001180533,0.0001640575],"category_scores_gemma":[0.0009042632,0.000121149,0.0000694115,0.0007163731,0.000140396,0.0006454716,0.0000490087,0.0001585707,0.0001328426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793668,"about_ca_system_score_gemma":0.002384874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380253,"about_ca_topic_score_gemma":0.0005400218,"domain_scores_codex":[0.9980174,0.0003609307,0.0004466644,0.0003709332,0.0005415659,0.0002624745],"domain_scores_gemma":[0.998494,0.0001630963,0.0002848525,0.0004734362,0.0003782946,0.0002062957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005081477,0.002572681,0.08441603,0.000002420776,0.00004117549,1.065009e-8,0.8419554,0.000001814475,0.0004266426,0.05128524,0.001514854,0.0177787],"study_design_scores_gemma":[0.0002100774,0.0001838731,0.8718004,0.0001294395,0.000035794,9.228861e-7,0.1194823,2.503617e-8,0.00004820283,0.006206485,0.001751693,0.0001507794],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786094,0.00003035079,0.000007100869,0.01482413,0.000861961,0.001571878,0.00004912304,0.00005769203,0.003988375],"genre_scores_gemma":[0.9956186,0.00001974275,0.00008829377,0.0006838851,0.0002648265,0.0003178232,0.00003013364,0.00002053436,0.002956096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7873844,"threshold_uncertainty_score":0.6621661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752969580446703,"score_gpt":0.3208034081125286,"score_spread":0.3032737123080615,"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."}}