{"id":"W4415891953","doi":"10.22230/ijepl.2025v21n4a1531","title":"Policy Reforms Positioning Preschool Teachers from Invisible to Visible","year":2025,"lang":"en","type":"article","venue":"International Journal of Education Policy and Leadership","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Preschool education; Power (physics); Position (finance); Early childhood education; State (computer science); Public policy; Power structure","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":[0.009610918,0.0002832032,0.0004438114,0.002222486,0.0107772,0.01094435,0.00126528,0.002851178,0.00297679],"category_scores_gemma":[0.01956187,0.0005483096,0.0003276233,0.002462999,0.0123009,0.005914281,0.007291846,0.004183775,0.0004613072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03803556,"about_ca_system_score_gemma":0.03518621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1068169,"about_ca_topic_score_gemma":0.1347606,"domain_scores_codex":[0.9891233,0.00414114,0.000615284,0.001059761,0.001359101,0.00370154],"domain_scores_gemma":[0.9875575,0.005583825,0.002225579,0.0007515997,0.001711763,0.00216974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002531045,0.0001827928,0.05587978,0.0004903139,0.00002570517,0.00235541,0.6328796,0.0008917565,0.002666841,0.2329566,0.00715842,0.06425973],"study_design_scores_gemma":[0.00003715525,0.0001486511,0.04610339,0.001151551,0.00002532512,0.0002268139,0.7416146,0.0001818381,0.001332355,0.01101782,0.1980806,0.00007995588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9003054,0.004138054,0.002704421,0.02362263,0.0003756001,0.0000776827,0.00009399105,0.00007995591,0.06860223],"genre_scores_gemma":[0.9912054,0.0008120041,0.0007036203,0.0008007016,0.00002101178,0.0000432242,0.00003701611,0.00002214012,0.006354833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1068169,"threshold_uncertainty_score":0.2759686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04994447848720777,"score_gpt":0.3906668346812173,"score_spread":0.3407223561940095,"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."}}