{"id":"W4411671781","doi":"10.53832/unlockingdata.1022","title":"Evidence Gap Map Report: Foundational Learning in Kenya","year":2025,"lang":"en","type":"report","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Mathematics education; Computer science; Cognitive science; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.007371088,0.0007291517,0.0005677184,0.005292528,0.001826671,0.003129845,0.001523601,0.002190773,0.03815248],"category_scores_gemma":[0.0249081,0.0005375445,0.0004550612,0.007102157,0.0006737807,0.003702814,0.005233442,0.002713733,0.005897447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005553977,"about_ca_system_score_gemma":0.03773337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1710178,"about_ca_topic_score_gemma":0.1745144,"domain_scores_codex":[0.9964356,0.000624678,0.0003879587,0.0001947806,0.001603608,0.0007534235],"domain_scores_gemma":[0.9831094,0.00570927,0.001694181,0.0005234528,0.006565363,0.00239843],"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":[0.0004187542,0.000188815,0.01748185,0.004138223,0.00008924673,0.0004969946,0.001205116,0.0004832701,0.000299654,0.01631403,0.8962459,0.06263819],"study_design_scores_gemma":[0.0002337422,0.0001835561,0.1381997,0.006078131,0.0002213902,0.0003325712,0.007226467,0.0006844674,0.002054253,0.00577821,0.8389239,0.00008359305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02774153,0.007894519,0.002218766,0.04271046,0.001477282,0.001465961,0.8086929,0.0004953588,0.1073033],"genre_scores_gemma":[0.257661,0.02036322,0.01719675,0.01110595,0.000814265,0.01395649,0.5252317,0.0006889941,0.1529816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1710178,"threshold_uncertainty_score":0.3400447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1134548178504327,"score_gpt":0.425239948544137,"score_spread":0.3117851306937043,"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."}}