{"id":"W3105490406","doi":"","title":"Articles : Early Development and Insung Education","year":2008,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education and Vocational Training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.0003316706,0.00009946223,0.00008258556,0.0001581516,0.001035904,0.00009906913,0.0001209316,0.00005684187,0.0001040225],"category_scores_gemma":[0.0002332428,0.0001119809,0.00002219289,0.0003489011,0.0001429279,0.0004869847,0.00001472948,0.0001110242,0.0001483424],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250087,"about_ca_system_score_gemma":0.005953165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001242944,"about_ca_topic_score_gemma":0.0001536486,"domain_scores_codex":[0.9989504,0.0000963019,0.000217333,0.0002288649,0.00029313,0.000213976],"domain_scores_gemma":[0.9993116,0.00006820683,0.00009609752,0.0001273887,0.0001883417,0.0002083412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000001350326,0.0005152114,0.1383129,0.000002911735,0.00001057533,1.068474e-7,0.6242972,3.222728e-7,0.0000261454,0.03229317,0.001493139,0.203047],"study_design_scores_gemma":[0.00007968851,0.00001331262,0.9426184,0.0000316107,0.000004897021,0.000004934987,0.0203036,1.856979e-7,0.0001358577,0.001606938,0.03506449,0.0001360977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9704921,0.0004243957,0.00003040548,0.003066189,0.0008049532,0.0002474023,4.801518e-7,0.0000827261,0.02485136],"genre_scores_gemma":[0.9894089,0.00008149598,0.004677013,0.0006542072,0.0007057822,0.00008764867,0.00001851227,0.00001293526,0.004353542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8043055,"threshold_uncertainty_score":0.9996821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03846509657592472,"score_gpt":0.3073270102519854,"score_spread":0.2688619136760607,"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."}}