{"id":"W4407069948","doi":"10.5206/tba.v6i1.18698","title":"Literacy in Waiting","year":2025,"lang":"en","type":"article","venue":"tba Journal of Art Media and Visual Culture","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Literacy; Psychology; Pedagogy","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":[0.00171247,0.0001915633,0.0002818781,0.00144891,0.005675058,0.006282363,0.0005503563,0.001589211,0.008148083],"category_scores_gemma":[0.009615104,0.000170624,0.0002394322,0.00146414,0.01487332,0.009596137,0.005914558,0.003343592,0.0004529555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003377803,"about_ca_system_score_gemma":0.003653361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007147481,"about_ca_topic_score_gemma":0.005535398,"domain_scores_codex":[0.9976616,0.001358955,0.0001254509,0.0001704485,0.0002463226,0.0004372696],"domain_scores_gemma":[0.9958414,0.002993504,0.0003749012,0.0001643152,0.0002775885,0.0003482168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000510614,0.00003706766,0.00182496,0.0002071903,0.000004242084,0.001144829,0.3670518,0.00005732202,0.0002856734,0.5995839,0.006668417,0.02308348],"study_design_scores_gemma":[0.00001914469,0.0000787041,0.003987731,0.001724062,0.00002111304,0.001813756,0.4732831,0.0002350098,0.0009018295,0.1853825,0.3325075,0.00004547513],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4018876,0.0134439,0.006191743,0.0798059,0.0009949484,0.00005866128,0.0001854111,0.000081071,0.4973508],"genre_scores_gemma":[0.9815326,0.002174026,0.0004544361,0.002007319,0.0001663137,0.0000257331,0.00003836463,0.00004289896,0.01355831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008148083,"threshold_uncertainty_score":0.02725804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109496388977287,"score_gpt":0.2909149623526944,"score_spread":0.2798199984629215,"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."}}