{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002110804,0.00009719079,0.0002341548,0.0002133782,0.00008650945,0.0002054547,0.00008949536,0.00004568413,0.0003592992],"category_scores_gemma":[0.0001092406,0.00006349033,0.00008586951,0.00008731048,0.00007800704,0.0003829861,0.00002657281,0.0003205567,0.000006373675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001518681,"about_ca_system_score_gemma":0.00002185076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002533865,"about_ca_topic_score_gemma":0.00004519874,"domain_scores_codex":[0.9992796,0.00004421852,0.0003411787,0.00007935135,0.0001344175,0.0001212823],"domain_scores_gemma":[0.9995061,0.00008711063,0.000131528,0.00004401227,0.0001823583,0.00004886254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002053403,0.0002954816,0.005152027,0.0001549522,0.0003529489,0.0001908352,0.5731091,0.000003452314,0.001434818,0.2779149,0.1091668,0.03201937],"study_design_scores_gemma":[0.0006733978,0.0001135244,0.000444591,0.0006199972,0.000106412,0.00002791829,0.01039393,0.0001276282,0.0002141438,0.004858525,0.9822884,0.0001315801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289956,0.0112096,0.00004287196,0.002693333,0.001567345,0.0000765903,0.00001000499,0.00001811419,0.05538654],"genre_scores_gemma":[0.9910104,0.0001614785,0.0001017724,0.0006976133,0.0009743061,7.089745e-7,0.000005542374,0.000004734554,0.00704347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8731216,"threshold_uncertainty_score":0.3934074,"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."}}