{"id":"W2883131431","doi":"10.20360/langandlit29414","title":"Considerations for Design and Production of Digital Books for Early Literacy in Ethiopia","year":2018,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Literacy; Reading (process); Context (archaeology); Production (economics); Computer science; Sociology; Mathematics education; Linguistics; Pedagogy; History; Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008380354,0.0004845573,0.000205152,0.001409647,0.001815186,0.01005183,0.001529796,0.001205024,0.007438135],"category_scores_gemma":[0.01271846,0.0005980987,0.0003153879,0.001228571,0.002360762,0.006189215,0.001801409,0.00100005,0.001808601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002595257,"about_ca_system_score_gemma":0.003403321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506587,"about_ca_topic_score_gemma":0.003637182,"domain_scores_codex":[0.9966596,0.00237154,0.000188878,0.0001675085,0.0004399869,0.000172439],"domain_scores_gemma":[0.9904572,0.007040148,0.0004291827,0.0007990064,0.0008908505,0.0003836354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005631652,0.0006508119,0.02204262,0.003474009,0.00005813748,0.007807583,0.1053777,0.01992973,0.01774653,0.4550765,0.009732553,0.3575406],"study_design_scores_gemma":[0.0002412379,0.0009039836,0.01320937,0.004437994,0.0001714095,0.003382242,0.1905499,0.01732064,0.04202268,0.1031002,0.6244512,0.0002091975],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4680259,0.003667933,0.2972606,0.0132894,0.0004285378,0.003146999,0.0009038768,0.0009530672,0.2123237],"genre_scores_gemma":[0.6531383,0.002290342,0.3212415,0.000431942,0.00004290069,0.001281002,0.0002275276,0.0002328155,0.02111372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005183,"threshold_uncertainty_score":0.04432005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552726876804165,"score_gpt":0.3188967519820514,"score_spread":0.2933694832140097,"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."}}