{"id":"W4403819325","doi":"10.21764/maeuefd.1364331","title":"THE GLOBAL RESEARCH TRENDS ON THE EARLY LITERACY IN EARLY CHILDHOOD EDUCATION","year":2024,"lang":"en","type":"article","venue":"Mehmet Akif Ersoy üniversitesi eğitim fakültesi dergisi.","topic":"Reading and Literacy Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Reading (process); Library science; Political science; Social science; Sociology; Psychology; Medical education; Pedagogy; Medicine; Computer science","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002058644,0.00040776,0.0002922354,0.0009785122,0.000951437,0.001172616,0.001128729,0.0002280644,0.001086902],"category_scores_gemma":[0.0002183935,0.0002750603,0.0002437707,0.003930971,0.000281332,0.00049601,0.0001872096,0.001206443,0.003286622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000752213,"about_ca_system_score_gemma":0.0004063614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154623,"about_ca_topic_score_gemma":0.00005458919,"domain_scores_codex":[0.9953855,0.001178744,0.0004994452,0.000988176,0.0008167124,0.001131442],"domain_scores_gemma":[0.9958354,0.00262426,0.00009382245,0.001014281,0.0002200994,0.0002121982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002976352,0.0008022973,0.03531975,0.00002651404,0.0005199012,0.0005132892,0.0965711,0.00001528876,0.00002213863,0.2575094,0.2094522,0.3989505],"study_design_scores_gemma":[0.0006064638,0.0003478521,0.6850606,0.0003743845,0.00004825964,0.00005847988,0.00616761,0.00006769133,0.00003838648,0.006634864,0.3001437,0.0004517492],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.792218,0.00300106,0.00002129258,0.008499588,0.00193502,0.0004422859,0.00004506469,0.0001789074,0.1936587],"genre_scores_gemma":[0.9431961,0.00007377708,0.0001693662,0.0005459672,0.000406093,0.0001219607,0.00004196725,0.00004975523,0.05539497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6497408,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02644004416945053,"score_gpt":0.3609838958621645,"score_spread":0.3345438516927139,"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."}}