{"id":"W3198996208","doi":"","title":"Re-imagining Pedagogy for Early Childhood Education Pre-service Curriculum in the Face of the COVID 19 Pandemic","year":2021,"lang":"en","type":"article","venue":"Journal of Interdisciplinary Studies in Education","topic":"Digital literacy in education","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Coronavirus disease 2019 (COVID-19); Pedagogy; Early childhood education; Early childhood; Sociology; Pandemic; Inequality; Face (sociological concept); Service (business); Mathematics education; Psychology; Medicine; Social science; Developmental psychology; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152771,0.0001491162,0.0002702864,0.0002417385,0.0001487268,0.0001099074,0.001212731,0.00004423116,0.000002097073],"category_scores_gemma":[0.001230182,0.00009848097,0.0001295318,0.001043347,0.00007610989,0.001158024,0.0005324151,0.0003196142,0.000001056439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004973274,"about_ca_system_score_gemma":0.002809706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003605303,"about_ca_topic_score_gemma":0.0003194521,"domain_scores_codex":[0.9980739,0.0002926993,0.0008794223,0.0002444075,0.0003209771,0.0001885421],"domain_scores_gemma":[0.997106,0.0006139989,0.0008481272,0.0005139133,0.000867696,0.00005024865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002522455,0.002623447,0.1081186,0.0002163552,0.000060929,0.000001671291,0.8319556,0.0006100656,0.00005629674,0.001700524,0.005698876,0.04893238],"study_design_scores_gemma":[0.0004706511,0.0002286398,0.3535712,0.001012892,0.00004017673,0.0004296504,0.602405,0.0002455326,0.000095101,0.03862349,0.002686286,0.0001913987],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9473445,0.00394004,0.002088016,0.0391439,0.006015906,0.0004435756,0.000003322765,0.000007491966,0.00101322],"genre_scores_gemma":[0.994454,0.0001037938,0.003396106,0.001465128,0.0003538235,0.00009316372,0.000004814549,0.000008553176,0.0001206482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2454526,"threshold_uncertainty_score":0.4984298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04135029516172473,"score_gpt":0.4217166171492697,"score_spread":0.3803663219875449,"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."}}