{"id":"W3176965467","doi":"10.20360/langandlit29522","title":"Necessary but not Sufficient: Literacy Pedagogies for Changing Times","year":2021,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Expansive; Underpinning; Pluralism (philosophy); Sociology; Pedagogy; Critical literacy; Mathematics education; Psychology; Epistemology; Philosophy; Engineering","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":[0.008230363,0.0004151705,0.0004826436,0.001886103,0.00856292,0.00920175,0.001096693,0.003411907,0.005152799],"category_scores_gemma":[0.01539876,0.0003829068,0.0004128261,0.0006996215,0.04077862,0.01749921,0.01160795,0.00567083,0.000599555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007165892,"about_ca_system_score_gemma":0.009632939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003110701,"about_ca_topic_score_gemma":0.006469966,"domain_scores_codex":[0.9920579,0.005463329,0.0002692606,0.0005780143,0.0009272042,0.0007043849],"domain_scores_gemma":[0.9931599,0.003966164,0.0006462025,0.0007308808,0.000566186,0.0009306594],"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":[0.00001594324,0.00005239857,0.0007320605,0.0001437142,0.000003697292,0.0001800038,0.07510314,0.0001604579,0.0002641111,0.8995861,0.00211649,0.02164179],"study_design_scores_gemma":[0.00002647071,0.00008601592,0.002657586,0.0006797191,0.00001611199,0.000468876,0.08115723,0.0008091665,0.0006186252,0.7052035,0.2082387,0.00003804084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1123908,0.00540256,0.04583321,0.1581052,0.0008782872,0.0002428191,0.00003930729,0.0003005332,0.6768073],"genre_scores_gemma":[0.971341,0.001305305,0.01079846,0.003721336,0.0001783216,0.0002593292,0.00001934957,0.00007531338,0.01230153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00920175,"threshold_uncertainty_score":0.05199242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241035835438305,"score_gpt":0.2932478567388681,"score_spread":0.270837498384485,"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."}}