{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004782457,0.0002575898,0.0004386697,0.001549862,0.001794612,0.001231766,0.0004277089,0.0005260311,0.002270419],"category_scores_gemma":[0.01102408,0.0004787961,0.0003974991,0.001709712,0.0007585624,0.001041043,0.00165933,0.001989294,0.0005181963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020268,"about_ca_system_score_gemma":0.00321882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02579544,"about_ca_topic_score_gemma":0.04983992,"domain_scores_codex":[0.9974027,0.0008051376,0.0003065491,0.0001153751,0.0004745924,0.0008955998],"domain_scores_gemma":[0.9757345,0.005140567,0.007562024,0.0006630976,0.004965157,0.005934705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092937,0.000793421,0.9744943,0.0000375287,0.00001544605,0.0001346103,0.0178113,0.00003581185,0.000434875,0.00009109248,0.0006001812,0.005442133],"study_design_scores_gemma":[0.000006498655,0.0002172683,0.9683344,0.00002299653,0.000007266358,0.00006567504,0.030057,0.0000229309,0.0002168772,0.000012764,0.001028417,0.000007881285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998648,0.00004784044,0.00003160061,0.0001131611,0.000004905602,0.00002487085,0.0001449083,0.000002867307,0.0009819001],"genre_scores_gemma":[0.9978045,0.0001728145,0.0001559355,0.000165743,0.000006113854,0.00007652663,0.0002778623,0.000004249677,0.001336356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02579544,"threshold_uncertainty_score":0.05129057,"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."}}