{"id":"W2947778430","doi":"","title":"Survey on Early Childhood Institute Administrators and Teachers’ Perceptions about Early Childhood Gifted Education","year":2014,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Early childhood; Early childhood education; Psychology; Perception; Developmental psychology; Early childhood teacher; Pedagogy","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001178112,0.0005582703,0.0004092041,0.0007387613,0.0008774613,0.001142202,0.001303006,0.0003002581,0.0001073392],"category_scores_gemma":[0.001192815,0.0005789414,0.0001553912,0.001152648,0.0002325016,0.001956922,0.0001786502,0.0009326505,0.0007160655],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276301,"about_ca_system_score_gemma":0.007633124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002718383,"about_ca_topic_score_gemma":0.0003317817,"domain_scores_codex":[0.9955089,0.0007100747,0.0006652302,0.001306438,0.0009549492,0.0008544253],"domain_scores_gemma":[0.996421,0.0003704177,0.0003294195,0.001402825,0.0005156486,0.0009606305],"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":[0.00001566525,0.007507672,0.304528,0.00001791051,0.0001605852,9.262708e-7,0.1625684,0.00001274049,0.0001384294,0.03489346,0.0161506,0.4740056],"study_design_scores_gemma":[0.0005153763,0.0007686879,0.9907162,0.0001494816,0.00002346148,0.00002094647,0.0005612959,0.000006699302,0.00006721488,0.00387552,0.002694264,0.0006008614],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867429,0.0003874321,0.001364844,0.003522896,0.002355185,0.0009379981,0.00004785675,0.0002522394,0.004388618],"genre_scores_gemma":[0.9920107,0.0001082675,0.002759751,0.001394903,0.001481642,0.0002361498,0.0004566211,0.00006449402,0.001487515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6861882,"threshold_uncertainty_score":0.9998947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001834178696171,"score_gpt":0.3036575412666094,"score_spread":0.2836391994796477,"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."}}