{"id":"W2095621918","doi":"10.1080/1350293x.2011.623534","title":"Play, drawing and writing: a case study of Korean–Canadian young children","year":2011,"lang":"en","type":"article","venue":"European Early Childhood Education Research Journal","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Psychology; Meaning (existential); Semiotics; Feeling; Sociocultural evolution; Context (archaeology); Meaning-making; Social semiotics; Qualitative research; Sociocultural perspective; Pedagogy; Early childhood education; Developmental psychology; Social psychology; Linguistics; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002454949,0.0001527746,0.0001567242,0.000940163,0.001531475,0.0008004121,0.0003075077,0.00002434344,0.0009044827],"category_scores_gemma":[0.0001969504,0.0001376418,0.0000484793,0.0001480853,0.0002264595,0.0007406673,0.00005977588,0.0007954048,0.00007665221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007848327,"about_ca_system_score_gemma":0.001120417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07937303,"about_ca_topic_score_gemma":0.01361609,"domain_scores_codex":[0.9974219,0.000877709,0.0004935057,0.0002606047,0.0004556493,0.0004906092],"domain_scores_gemma":[0.9981408,0.00007334701,0.0001710711,0.0002792509,0.0007010365,0.0006345578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000005251305,0.0008134375,0.1100241,0.000005357389,0.00005424307,0.0001398259,0.8740731,8.448573e-8,0.00000137072,0.000377226,0.003600431,0.01090553],"study_design_scores_gemma":[0.0003158965,0.0003678739,0.5381027,0.00007043601,0.0000192717,0.002025253,0.4585072,3.723506e-7,0.000005774898,0.0001746611,0.0003017151,0.0001088492],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715924,0.0003241453,6.523522e-7,0.0001273366,0.0008468335,0.0003943492,0.000009187836,0.00001821149,0.02668685],"genre_scores_gemma":[0.9959263,0.0000407219,0.0000817983,0.00006926247,0.003086548,0.000008243903,0.00001071891,0.00004446547,0.0007319777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4280786,"threshold_uncertainty_score":0.9997684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06779442115475734,"score_gpt":0.3055155501677668,"score_spread":0.2377211290130094,"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."}}