{"id":"W4319264527","doi":"10.5430/jct.v12n1p162","title":"Sources of Information That Guide the Pedagogical Work of Early Childhood Educators: An Exploratory Study in Chile","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Qualitative research; Exploratory research; Work (physics); Pedagogy; Psychology; Early childhood; Early childhood education; Sociology; Developmental psychology; Social science","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":[0.004344615,0.00005775068,0.0001469615,0.0001833303,0.0002700647,0.0001040648,0.0002157109,0.00003215078,0.00001486864],"category_scores_gemma":[0.0007111034,0.00003606787,0.00004549508,0.0002402266,0.00006885724,0.002517466,0.00003230638,0.0003096088,0.000001581002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001694052,"about_ca_system_score_gemma":0.0001904402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008073563,"about_ca_topic_score_gemma":0.00009992022,"domain_scores_codex":[0.9983854,0.0005868721,0.0004362502,0.00005025162,0.0004279611,0.0001132177],"domain_scores_gemma":[0.9988058,0.0003628729,0.0006079638,0.0000684205,0.00009121797,0.00006372987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006705638,0.0002855199,0.5098464,0.000004193302,0.00001246669,6.230695e-7,0.4817955,0.00001868462,9.466391e-7,0.0010184,0.0001628474,0.006847749],"study_design_scores_gemma":[0.0001155733,0.00009243703,0.5221349,0.00005525287,0.00001283406,0.000002034695,0.474857,0.000002056604,0.000002422644,0.000426373,0.002267828,0.00003126181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975563,0.0001677072,0.000004575604,0.000766356,0.0002786506,0.0001053578,8.544209e-7,0.000005669929,0.001114494],"genre_scores_gemma":[0.9995,0.0000500779,0.00006951331,0.00003848245,0.0003157737,0.000002469722,8.026326e-7,0.000002430242,0.00002045774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228851,"threshold_uncertainty_score":0.2077147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05696887416027822,"score_gpt":0.3837068645599057,"score_spread":0.3267379903996275,"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."}}