{"id":"W2803339827","doi":"","title":"Development and Effectiveness of Early Childhood Science Education Programwith Creativity Techniques","year":2012,"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":"Creativity; Early childhood education; Psychology; Early childhood; Pedagogy; Mathematics education; Developmental psychology; Sociology; Social 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":[0.00186594,0.0001831321,0.0001796764,0.0004536403,0.000325467,0.0002290541,0.0006168169,0.00006603211,0.000007151932],"category_scores_gemma":[0.0003157264,0.0001702968,0.00003382092,0.001012876,0.0002240466,0.002107825,0.0001831474,0.0001898039,0.00002049994],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001872127,"about_ca_system_score_gemma":0.01257772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002888494,"about_ca_topic_score_gemma":0.000005268527,"domain_scores_codex":[0.9980198,0.0001798844,0.0002622005,0.0004358423,0.0006223603,0.0004799476],"domain_scores_gemma":[0.998329,0.0001710714,0.0001716662,0.0004823906,0.0004686665,0.0003771902],"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":[0.000005514728,0.002910932,0.1548152,0.00004442372,0.00001818171,4.907725e-8,0.04384864,9.251367e-8,0.001865614,0.052351,0.00004482413,0.7440955],"study_design_scores_gemma":[0.00008408261,0.000147674,0.9480194,0.0001550311,0.000005441566,0.00001655733,0.0003005073,5.89998e-7,0.0482747,0.001831259,0.0009856089,0.0001791414],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992304,0.0006520019,0.002794021,0.0001821332,0.0004566126,0.0008126883,0.000001352485,0.00008959101,0.002707595],"genre_scores_gemma":[0.9317653,0.00001788318,0.0676028,0.00004733472,0.0002134199,0.0002604401,0.00001293674,0.00001207486,0.00006777753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7932042,"threshold_uncertainty_score":0.9930201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01688623342045957,"score_gpt":0.324768958483329,"score_spread":0.3078827250628694,"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."}}