{"id":"W4403985383","doi":"10.55976/rppe.22024127578-103","title":"The power of play: investigating student success in kindergarten classrooms","year":2024,"lang":"en","type":"article","venue":"Research on Preschool and Primary Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Psychology; Power (physics); Pedagogy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001785535,0.0005642852,0.0005153504,0.001352165,0.001073968,0.002267398,0.001044401,0.0004244426,0.002255875],"category_scores_gemma":[0.006326733,0.0003713674,0.000381194,0.0006477945,0.001265923,0.0007739426,0.001771203,0.001004434,0.000606686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032153,"about_ca_system_score_gemma":0.0009100254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007681997,"about_ca_topic_score_gemma":0.0160212,"domain_scores_codex":[0.9985604,0.000368447,0.0001303095,0.000212828,0.0003987291,0.0003292253],"domain_scores_gemma":[0.994967,0.001635708,0.001295839,0.000279138,0.0005398841,0.001282368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002831293,0.0021914,0.9634607,0.00004573438,0.00005228233,0.0001415315,0.01516222,0.00007257845,0.001113396,0.000151735,0.0001522476,0.01717295],"study_design_scores_gemma":[0.000008758364,0.0006544054,0.9861341,0.00002116451,0.00001518329,0.00005126696,0.01216566,0.00009527123,0.0004281536,0.00008450285,0.0003315113,0.000009977975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990212,0.00002606353,0.00003265883,0.00001037189,0.000002050038,0.00001634079,0.00002224275,0.000002393569,0.0008667436],"genre_scores_gemma":[0.9989511,0.00004540155,0.0001054634,0.000006772942,0.000002000898,0.00004417688,0.00005596375,0.000002343534,0.0007867074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007681997,"threshold_uncertainty_score":0.01527458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04834875219629931,"score_gpt":0.4296739280986137,"score_spread":0.3813251759023144,"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."}}