{"id":"W2950087291","doi":"","title":"The Content Analysis on the PCK in 'Social Studies for Young Children' Textbooks for Pre-service Early Childhood Teachers","year":2017,"lang":"en","type":"article","venue":"Early childhood education","topic":"Educational Systems and Policies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Early childhood; Content analysis; Developmental psychology; Content (measure theory); Early childhood education; Mathematics education; Pedagogy; Sociology; Social science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002861084,0.0004100298,0.0006188057,0.01064521,0.001945896,0.003454634,0.0005992511,0.0005523962,0.010189],"category_scores_gemma":[0.02186037,0.0002670909,0.0003666023,0.01170348,0.001694164,0.002103307,0.002519153,0.001184498,0.001573263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006549105,"about_ca_system_score_gemma":0.007813697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396411,"about_ca_topic_score_gemma":0.01964587,"domain_scores_codex":[0.9956874,0.00162025,0.0004627614,0.0002526806,0.001658624,0.0003181644],"domain_scores_gemma":[0.9729988,0.01687195,0.0012445,0.0008071783,0.007542231,0.0005353249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005571886,0.0008051951,0.06002312,0.005170626,0.00005061505,0.000827547,0.1559369,0.0007132589,0.01910298,0.02097462,0.08630622,0.6495316],"study_design_scores_gemma":[0.0000623626,0.0003470767,0.438924,0.004872816,0.0002159482,0.0006450533,0.1501279,0.001790905,0.01752973,0.003626592,0.3817366,0.0001210078],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8120213,0.001784129,0.01106807,0.004195779,0.000970533,0.003331672,0.01294569,0.0005684675,0.1531143],"genre_scores_gemma":[0.8693241,0.003812456,0.04214988,0.001158896,0.0003999416,0.003758138,0.01377454,0.0009715547,0.06465048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396411,"threshold_uncertainty_score":0.0475173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04392339237497273,"score_gpt":0.3194995396011922,"score_spread":0.2755761472262194,"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."}}