{"id":"W6983217390","doi":"","title":"Literacy in Early Childhood Education: Incorporating literacy through Play Based Learning utilizing an English Language Learner lens","year":2025,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Ell; Comprehension; Early childhood; Early literacy; Scale (ratio); Reading (process); English language; Emergent literacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001972806,0.0004406947,0.0002408632,0.001380085,0.001180034,0.005406036,0.0008663401,0.0006269359,0.002783701],"category_scores_gemma":[0.00250603,0.0002006574,0.0003806035,0.0005547709,0.002197914,0.002119665,0.003219944,0.001108914,0.0003541877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003614744,"about_ca_system_score_gemma":0.006721028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325866,"about_ca_topic_score_gemma":0.08880115,"domain_scores_codex":[0.9986714,0.0008161819,0.00004092297,0.00007289516,0.0002384173,0.0001601165],"domain_scores_gemma":[0.9990207,0.0005196404,0.00006944844,0.00004794802,0.0001109002,0.000231373],"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":[0.0001727898,0.003090175,0.06395436,0.001545557,0.0001089945,0.001232222,0.1757011,0.0009536623,0.004926092,0.03428508,0.007874068,0.7061559],"study_design_scores_gemma":[0.000184484,0.002938512,0.1558207,0.006351663,0.0005930734,0.003046189,0.411022,0.005309051,0.009452377,0.02632562,0.3787821,0.0001742328],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7559767,0.00595417,0.04462708,0.0112585,0.0002706931,0.001052124,0.0002282939,0.0004070739,0.1802254],"genre_scores_gemma":[0.9109184,0.004811997,0.06343026,0.0009329849,0.00003757494,0.000542173,0.0001182015,0.00006244429,0.01914606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02325866,"threshold_uncertainty_score":0.04624653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144211779686094,"score_gpt":0.2434553593798726,"score_spread":0.2290341814112632,"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."}}