{"id":"W2810879989","doi":"","title":"A Study on the Childhood Teachers’ Awareness and Need of early childhood Science Education: A Focus on Science Education for the Nuri Curriculum Operation","year":2017,"lang":"en","type":"article","venue":"Early childhood education","topic":"Education, Safety, and Science Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Early childhood education; Focus (optics); Pedagogy; Early childhood; Psychology; Early childhood teacher; Mathematics education; Sociology; Developmental psychology; Physics","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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.005241848,0.0003526696,0.0003018538,0.000473637,0.01799053,0.001992079,0.002519502,0.00009364758,0.00002127883],"category_scores_gemma":[0.004714843,0.0002406303,0.0001119805,0.001402699,0.003617881,0.002081699,0.0001759159,0.0003502418,0.00001994142],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003842156,"about_ca_system_score_gemma":0.03238614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009788352,"about_ca_topic_score_gemma":0.001430105,"domain_scores_codex":[0.9959083,0.00028676,0.0005394562,0.001023245,0.001564048,0.0006782166],"domain_scores_gemma":[0.9956318,0.0004567132,0.0007308281,0.001542584,0.00135645,0.0002816136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000006570433,0.005613513,0.1293931,0.000003906524,0.00003112118,2.516166e-8,0.7053305,0.000005664111,0.0000803809,0.0669812,0.0008796217,0.0916744],"study_design_scores_gemma":[0.000246611,0.0003895207,0.757372,0.0001133127,0.00005817273,0.000001490624,0.2362896,0.000001824301,0.0002311543,0.004831553,0.00023194,0.0002328148],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499986,0.0003670491,0.00002001826,0.02938428,0.004847923,0.004050218,0.000008294199,0.00004913837,0.01127448],"genre_scores_gemma":[0.9960049,0.000119055,0.00018512,0.0004445565,0.001838195,0.0008303099,0.000004748673,0.00002538878,0.0005477412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279789,"threshold_uncertainty_score":0.9990937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02668635369573954,"score_gpt":0.3513924264753839,"score_spread":0.3247060727796444,"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."}}