{"id":"W4292665565","doi":"10.21432/cjlt27961","title":"Sustainability and Scalability of Digital Tools for Learning: ABRACADABRA in Kenya","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Context (archaeology); Computer science; Psychological intervention; Expectancy theory; Exploratory research; Knowledge management; Literacy; Pedagogy; Psychology; Sociology; Social science; Social psychology","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":[0.003042084,0.00028579,0.0002486799,0.0009006758,0.004976132,0.00193235,0.0005489704,0.0007062952,0.002988804],"category_scores_gemma":[0.006459143,0.0003678907,0.0001414895,0.001381392,0.002779023,0.002957197,0.002452211,0.001077327,0.0001855476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0045245,"about_ca_system_score_gemma":0.007645965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04010456,"about_ca_topic_score_gemma":0.1286914,"domain_scores_codex":[0.9986134,0.0005954459,0.00008463892,0.00009672643,0.0002639729,0.0003459301],"domain_scores_gemma":[0.997008,0.001487365,0.0007317721,0.00008475984,0.0002532156,0.0004347618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002934263,0.001844677,0.3682804,0.002116006,0.00004271182,0.01204725,0.3766851,0.0008312274,0.009928818,0.02986211,0.003587416,0.1944808],"study_design_scores_gemma":[0.00006837593,0.00100434,0.4426098,0.001939107,0.00006639514,0.002048176,0.4872597,0.00106901,0.002743025,0.002596746,0.05847255,0.0001228863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923509,0.000463789,0.0002449439,0.001042066,0.000007200104,0.0001226806,0.00003157354,0.000004435568,0.005732508],"genre_scores_gemma":[0.9970773,0.0007298133,0.0007378407,0.0001351322,0.000002760245,0.00006273374,0.00002545061,0.000003451893,0.001225428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04010456,"threshold_uncertainty_score":0.07974225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143032249153505,"score_gpt":0.2362833255333633,"score_spread":0.2248530030418283,"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."}}