{"id":"W4391757397","doi":"10.32920/25209350","title":"How Do Ontario Registered Early Childhood Educators (RECEs) Understand Their Professional Identity?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Education and Early Childhood Development; University of Guelph-Humber","funders":"","keywords":"Identity (music); Resistance (ecology); Early childhood education; Early childhood; Professional development; Qualitative research; Pedagogy; Gender studies; Sociology; Psychology; Developmental psychology; Social science","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":[0.003205837,0.0001549363,0.0003606677,0.0009430817,0.009737051,0.004656241,0.001205776,0.001171042,0.00504754],"category_scores_gemma":[0.009298335,0.0004223502,0.000209978,0.001738479,0.005514591,0.002547131,0.002892499,0.001351355,0.0005741579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0378064,"about_ca_system_score_gemma":0.05325406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9535616,"about_ca_topic_score_gemma":0.9873324,"domain_scores_codex":[0.9973538,0.0005773776,0.00009222764,0.0002264853,0.0006881779,0.001061967],"domain_scores_gemma":[0.9930987,0.001394567,0.001444638,0.0002972475,0.001675573,0.002089392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004902575,0.00005186553,0.101316,0.0001252128,0.000006441508,0.000395783,0.8702028,0.00004765471,0.0004046573,0.002103688,0.00496133,0.02033548],"study_design_scores_gemma":[0.000004619811,0.00002569494,0.0718458,0.0001261098,0.000004448633,0.0000828082,0.8982165,0.00004398908,0.00005665249,0.0001861185,0.02938802,0.00001915909],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689552,0.0005906156,0.0002417272,0.006042498,0.00005000517,0.00005363324,0.0002137082,0.00001035429,0.02384231],"genre_scores_gemma":[0.9888888,0.000759023,0.0002524777,0.0008997585,0.000008925445,0.00003012516,0.0001088627,0.000007936662,0.009044119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0464384,"threshold_uncertainty_score":0.2743059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04239507740931223,"score_gpt":0.3173392240062419,"score_spread":0.2749441465969296,"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."}}