{"id":"W4411261153","doi":"10.20360/langandlit29781","title":"Language and Literacy as Joyful Possibilities","year":2025,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Literacy; Linguistics; Sociology; Pedagogy; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001858655,0.0003991838,0.0002824245,0.00110949,0.005298642,0.01402756,0.0006191827,0.002015273,0.01284735],"category_scores_gemma":[0.002697969,0.0002238727,0.0002648462,0.001139291,0.02643845,0.008558355,0.006905823,0.002947299,0.001198003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007216567,"about_ca_system_score_gemma":0.007385452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0643492,"about_ca_topic_score_gemma":0.1118525,"domain_scores_codex":[0.9971698,0.001545014,0.00005394101,0.000108856,0.0004640302,0.0006583228],"domain_scores_gemma":[0.9983223,0.0007030048,0.0001366575,0.000115546,0.0002622094,0.0004602912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002371599,0.00001341586,0.0003503016,0.00007718727,0.000005026794,0.0001504703,0.01862358,0.00005628393,0.0001337262,0.9353112,0.02490665,0.02034849],"study_design_scores_gemma":[0.00001022771,0.00001773943,0.001861048,0.0004347098,0.00001006502,0.0002055758,0.02978495,0.00006665372,0.000212483,0.2831082,0.6842532,0.00003511989],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01640574,0.08001696,0.002880079,0.08884778,0.001706921,0.00002692956,0.0001482989,0.00008271341,0.8098846],"genre_scores_gemma":[0.8223375,0.04161139,0.001213229,0.008609475,0.001304659,0.00008226636,0.0001044081,0.00009130736,0.1246458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0643492,"threshold_uncertainty_score":0.1279493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007321960087101117,"score_gpt":0.2739842429802605,"score_spread":0.2666622828931594,"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."}}