{"id":"W4410876537","doi":"10.20360/langandlit29717","title":"Disciplinary Literacy and Responsible Reading","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":"","funders":"","keywords":"Literacy; Reading (process); Discipline; Psychology; Sociology; Political science; Pedagogy; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168278,0.0001318024,0.0001497712,0.0001999963,0.0003365622,0.0007124313,0.00005905126,0.00003509722,0.0004347647],"category_scores_gemma":[0.00006086738,0.0001065647,0.00003047039,0.00006645432,0.00009982007,0.0009063445,0.00007289892,0.0001225019,0.00001814049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000131264,"about_ca_system_score_gemma":0.00003839295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002186148,"about_ca_topic_score_gemma":0.00002610782,"domain_scores_codex":[0.999234,0.00005317662,0.0002014127,0.0002416821,0.00007219375,0.0001975795],"domain_scores_gemma":[0.999399,0.0002321961,0.0000442882,0.0002020772,0.00005136988,0.00007103394],"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":[0.0000488779,0.00004011106,0.003249441,0.0001529796,0.00001557191,0.00002347163,0.9123529,2.964656e-8,0.00006246836,0.0312628,0.002416138,0.05037525],"study_design_scores_gemma":[0.001202081,0.0001646692,0.0263184,0.001250915,0.0001252844,0.00003097079,0.2476194,0.0003219997,0.000453714,0.02847936,0.6933877,0.0006455404],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753959,0.00581428,0.00001343706,0.001471832,0.0007245439,0.0001139112,0.00002189268,0.00006413277,0.01638012],"genre_scores_gemma":[0.9306201,0.0001130698,0.0003011891,0.001141343,0.0007767679,0.00001852971,0.00006602312,0.0000105693,0.06695244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6909716,"threshold_uncertainty_score":0.6869991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145422917408101,"score_gpt":0.2970806809098899,"score_spread":0.2856264517358089,"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."}}