{"id":"W4411261016","doi":"10.20360/langandlit29760","title":"Joyful Literacy Learning/Teaching Within a University-Based Summer Literacy Camp","year":2025,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Literacy; Mathematics education; Information literacy; Pedagogy; Sociology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00241854,0.0004576687,0.0004392034,0.0006921251,0.02295154,0.004630964,0.002406716,0.002021278,0.00777913],"category_scores_gemma":[0.003956503,0.0004215964,0.0004638888,0.0005840626,0.01168715,0.004113466,0.01339544,0.005459469,0.001094264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003481624,"about_ca_system_score_gemma":0.003838862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713298,"about_ca_topic_score_gemma":0.02467556,"domain_scores_codex":[0.9959499,0.00226312,0.00005568409,0.000275033,0.0002585088,0.001197842],"domain_scores_gemma":[0.9953573,0.0008025391,0.0002779371,0.0001918616,0.0001380606,0.003232239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002355508,0.001914476,0.01293433,0.0002012866,0.00001222311,0.01328946,0.8918557,0.0005216161,0.001996231,0.02577125,0.01008899,0.04117885],"study_design_scores_gemma":[0.00003558129,0.0004228912,0.006029677,0.0001617988,0.00000724626,0.003844166,0.929123,0.0005291875,0.0009304595,0.00491939,0.05394778,0.00004894144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524797,0.0002007971,0.00329651,0.003558112,0.0002829798,0.0001558203,0.00004832661,0.0001211588,0.03985659],"genre_scores_gemma":[0.9901495,0.0001152757,0.001661567,0.000296159,0.00004574447,0.00006558884,0.00001689251,0.00003256114,0.007616648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02295154,"threshold_uncertainty_score":0.02602375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009023896678176766,"score_gpt":0.2580353684798245,"score_spread":0.2490114718016477,"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."}}