{"id":"W4397013150","doi":"10.1080/14681366.2024.2355100","title":"Re-imagining the image of the educator in post-secondary early childhood education: calling for epistemic justice","year":2024,"lang":"en","type":"article","venue":"Pedagogy Culture and Society","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of Guelph","funders":"","keywords":"Economic Justice; Early childhood education; Sociology; Pedagogy; Epistemology; Philosophy; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006690851,0.000369845,0.0003697315,0.001147138,0.02479126,0.01170175,0.001610065,0.003242049,0.002191391],"category_scores_gemma":[0.005903928,0.0002675601,0.000226117,0.001045899,0.09176219,0.007275578,0.0103795,0.007371316,0.0002887856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05188993,"about_ca_system_score_gemma":0.06088698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6945093,"about_ca_topic_score_gemma":0.8491701,"domain_scores_codex":[0.995887,0.002135357,0.00006876578,0.0002235712,0.0005523855,0.001132894],"domain_scores_gemma":[0.9954283,0.001643159,0.0004100014,0.0003062966,0.0009587205,0.001253475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001491188,0.00001716189,0.00219945,0.00004409008,0.000002237431,0.0002847341,0.8744953,0.00007363622,0.0002706179,0.1124894,0.002333995,0.007774583],"study_design_scores_gemma":[0.000008306352,0.00001997086,0.004102184,0.0002903079,0.000008971249,0.0002226297,0.8424196,0.0001127461,0.0005444588,0.03428096,0.1179638,0.00002608034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5946631,0.006015098,0.006468014,0.1351035,0.0007160726,0.00006490209,0.00006292362,0.00005702045,0.2568493],"genre_scores_gemma":[0.9889053,0.0008237839,0.0005042692,0.001769948,0.00002661907,0.0000103501,0.000007610078,0.00002123006,0.007930874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6945093,"threshold_uncertainty_score":0.6145796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01090979512058009,"score_gpt":0.3495365913454499,"score_spread":0.3386267962248698,"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."}}