{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005484482,0.0002434489,0.0003470131,0.001833611,0.005780115,0.009762081,0.000937412,0.001685779,0.004328217],"category_scores_gemma":[0.01661686,0.0002145305,0.0002263487,0.001069874,0.04063176,0.008139832,0.008848836,0.002568727,0.000428664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002936338,"about_ca_system_score_gemma":0.00416889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420993,"about_ca_topic_score_gemma":0.003835601,"domain_scores_codex":[0.9920901,0.005382752,0.0002998879,0.0007101435,0.0007896,0.0007274771],"domain_scores_gemma":[0.9855263,0.01031246,0.001320714,0.001081094,0.0008593129,0.0009000971],"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":[0.00001477224,0.00004432421,0.003244821,0.0001261745,0.000007904988,0.0008265479,0.473608,0.00009239245,0.0004282884,0.4919353,0.001344931,0.02832647],"study_design_scores_gemma":[0.0000214591,0.00005623011,0.005574148,0.001076628,0.00001811301,0.00115625,0.2874874,0.0003783132,0.001272565,0.5429198,0.1599949,0.00004414664],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2580855,0.006252555,0.02097838,0.02560771,0.0002430718,0.00007320525,0.00002699742,0.00008510191,0.6886476],"genre_scores_gemma":[0.9896659,0.0008241349,0.001520178,0.0005713488,0.00004942685,0.00002156912,0.000007590009,0.000025875,0.007313912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009762081,"threshold_uncertainty_score":0.02900505,"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."}}