{"id":"W4403878066","doi":"10.23977/aetp.2024.080606","title":"Kindergarten Environment Creation: Meaning and Strategies","year":2024,"lang":"en","type":"article","venue":"Advances in Educational Technology and Psychology","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Sociology; Psychology; Epistemology; Philosophy","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":[0.0001900062,0.00007391895,0.00008414234,0.0002570386,0.0001939732,0.00003587836,0.0000927149,0.0001164833,0.000352949],"category_scores_gemma":[0.00003147741,0.00007219391,0.00001006541,0.0001913095,0.000761961,0.0003192593,0.00002344205,0.0001468652,0.00002202122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003948917,"about_ca_system_score_gemma":0.00007660407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001775667,"about_ca_topic_score_gemma":0.0001277557,"domain_scores_codex":[0.9993101,0.00004031135,0.0001289205,0.0002720947,0.00009620747,0.0001523332],"domain_scores_gemma":[0.9996709,0.0001908387,0.00002382758,0.00007670314,0.000005958117,0.00003181143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002173707,0.00004379057,0.07697064,0.000005934725,0.000007976457,0.000001317004,0.002105526,0.000006220257,0.00001063598,0.903199,0.0001199803,0.0175268],"study_design_scores_gemma":[0.00005947409,0.00001697414,0.06753456,0.00001154288,0.000003895835,0.000008747832,0.004471692,0.000002431011,7.135039e-7,0.561124,0.366706,0.00005997973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2929358,0.09514429,0.001155121,0.3044339,0.001963324,0.0003546902,0.000006682535,0.0001329842,0.3038732],"genre_scores_gemma":[0.9743307,0.02190808,0.001431418,0.000369276,0.000118982,0.00006975551,0.000005379927,0.000005124969,0.001761235],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6813949,"threshold_uncertainty_score":0.3864544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516406156097241,"score_gpt":0.3955297134789004,"score_spread":0.380365651917928,"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."}}