{"id":"W1753461285","doi":"10.5539/jedp.v5n2p1","title":"Piagetian and Vygotskian Approaches to Cognitive Development in the Kindergarten Classroom","year":2015,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Socialization; Cognitive development; Cognition; Context (archaeology); Piaget's theory of cognitive development; Zone of proximal development; Developmental psychology; Mathematics education","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":[0.0009298957,0.000160028,0.000210747,0.0002089255,0.0001007341,0.00004041023,0.0002306559,0.0000997684,0.0006158723],"category_scores_gemma":[0.0001172785,0.0001107602,0.00002665737,0.0002350226,0.0001347966,0.0001006904,0.00004175687,0.0002900771,0.0001777146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005266273,"about_ca_system_score_gemma":0.00029973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001449064,"about_ca_topic_score_gemma":0.0000463504,"domain_scores_codex":[0.9985188,0.0001996841,0.0004855459,0.0002851599,0.0002649579,0.0002459003],"domain_scores_gemma":[0.9989564,0.0004205185,0.0001747718,0.00007154139,0.00009777059,0.0002789276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007568491,0.002766832,0.7199087,0.00001277568,0.0002353109,0.0000414252,0.1027005,0.000001174061,0.00002707943,0.01300301,0.0899733,0.07057306],"study_design_scores_gemma":[0.001140136,0.0002368454,0.9239656,0.00003182567,0.000009679987,0.001260891,0.02451426,1.91804e-7,0.000002074683,0.0145017,0.03418985,0.0001469157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144876,0.0007983638,0.0001418155,0.04479116,0.0008588532,0.0002145251,0.000002833409,0.00000259665,0.03870224],"genre_scores_gemma":[0.9810647,0.00001494913,0.00923225,0.008385414,0.0002398105,0.00004679027,0.00001530316,0.000008745363,0.0009919783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2040569,"threshold_uncertainty_score":0.674337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2859469094685497,"score_gpt":0.4094607411788543,"score_spread":0.1235138317103046,"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."}}