{"id":"W4249073254","doi":"10.26522/tl.v2i2.67","title":"Improving Literacy Skills A Call to Action","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literacy; Perspective (graphical); Action (physics); Adult literacy; Information literacy; Public relations; Psychology; Political science; Pedagogy; Computer 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":[0.01155888,0.0007631137,0.0008067003,0.001637168,0.003917102,0.008122983,0.001645676,0.01881685,0.028428],"category_scores_gemma":[0.03097269,0.0003388226,0.000926492,0.0008216931,0.008426171,0.01102717,0.006712273,0.01283552,0.004480815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00590249,"about_ca_system_score_gemma":0.02831076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008736501,"about_ca_topic_score_gemma":0.01278231,"domain_scores_codex":[0.9886975,0.005415282,0.0004850553,0.0008040786,0.002618496,0.001979638],"domain_scores_gemma":[0.9717424,0.01174975,0.001237954,0.001179012,0.004705891,0.009384919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001226956,0.0009124719,0.003626833,0.001279235,0.000064834,0.0003789033,0.003697459,0.0007427447,0.001841745,0.1792557,0.5397777,0.2682997],"study_design_scores_gemma":[0.00007552865,0.000278577,0.008017407,0.002044797,0.00006406727,0.0004036264,0.007963372,0.0005021552,0.0009097214,0.1505703,0.8290732,0.00009714334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002184703,0.005079717,0.001594167,0.9618632,0.002118972,0.00003181521,0.00005236086,0.0001358287,0.0269392],"genre_scores_gemma":[0.1844378,0.0285632,0.024388,0.7084787,0.006895274,0.0004749436,0.0002685099,0.0001554764,0.04633806],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.028428,"threshold_uncertainty_score":0.09510112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02013641911422723,"score_gpt":0.3834806891596166,"score_spread":0.3633442700453894,"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."}}