{"id":"W4393969859","doi":"10.1016/j.lindif.2024.102440","title":"Cultivating young minds: Exploring the relationship between child socio-emotional competence, early childhood education and care quality, creativity and self-directed learning","year":2024,"lang":"en","type":"article","venue":"Learning and Individual Differences","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Christian Studies","funders":"","keywords":"Psychology; Creativity; Competence (human resources); Developmental psychology; Early childhood education; Early childhood; Emotional development; Child care; Quality (philosophy); Social psychology; Social change","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001003078,0.0001824319,0.0001941316,0.0001516943,0.003485838,0.001010977,0.000119826,0.0001035957,0.00002537054],"category_scores_gemma":[0.001156744,0.0001455245,0.00003577011,0.0003606683,0.0002666592,0.0005027503,0.00009664513,0.0007823464,0.000005553007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000051726,"about_ca_system_score_gemma":0.0003974493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001042347,"about_ca_topic_score_gemma":0.0001284337,"domain_scores_codex":[0.9977077,0.0008696669,0.0002687553,0.0004008526,0.0004774956,0.0002754967],"domain_scores_gemma":[0.9977726,0.001818068,0.0001217545,0.00005634181,0.00008508984,0.0001461725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[4.405269e-7,0.00001625631,0.6524207,0.00002484077,0.00003037631,9.240052e-8,0.3224783,5.715654e-7,3.164218e-7,0.004646849,0.00001170226,0.02036954],"study_design_scores_gemma":[0.00008693358,0.00004160989,0.8504424,0.0003425931,0.00003730968,0.000002420499,0.1468157,0.00000681517,0.000001198234,0.0008816206,0.001162961,0.0001783934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903802,0.002277093,0.00001105007,0.001485471,0.0002622753,0.0002065179,0.000005627765,0.000426671,0.004945077],"genre_scores_gemma":[0.9977685,0.0004047487,0.0005875185,0.0000262383,0.0004617378,0.0000403085,0.00006022244,0.00001353639,0.0006371804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980217,"threshold_uncertainty_score":0.9978115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07108975978440205,"score_gpt":0.3294336049784211,"score_spread":0.258343845194019,"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."}}