{"id":"W7155287712","doi":"","title":"Ed-tech in the Global South: research gaps and opportunities","year":2023,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Bath; International Development Research Centre; University of Essex","keywords":"Context (archaeology); Plan (archaeology); Promotion (chess)","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":[0.009382223,0.0005653762,0.0009671946,0.004315135,0.003803457,0.01006086,0.001328504,0.002869511,0.016327],"category_scores_gemma":[0.01194196,0.0003898225,0.000662645,0.01252393,0.007811552,0.01855081,0.008200054,0.003718068,0.001100497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006080576,"about_ca_system_score_gemma":0.01847338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02708053,"about_ca_topic_score_gemma":0.03859712,"domain_scores_codex":[0.9963697,0.001904275,0.0001976963,0.0004222454,0.0003767302,0.0007293924],"domain_scores_gemma":[0.9815169,0.01343892,0.001138119,0.0008485821,0.001780156,0.001277368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001541465,0.0003461939,0.04867169,0.01507043,0.0001044605,0.001077437,0.179674,0.000765035,0.0004931588,0.4122203,0.02460845,0.3168147],"study_design_scores_gemma":[0.00001413489,0.00006283795,0.04474095,0.0177045,0.00006631208,0.0003374678,0.6647223,0.0002830697,0.0003287191,0.05757474,0.214126,0.00003902024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2221197,0.3041217,0.003873951,0.2905401,0.0026199,0.0001169482,0.001877884,0.00003858209,0.1746913],"genre_scores_gemma":[0.7755655,0.1962872,0.002140522,0.01637467,0.0008676175,0.0001798143,0.0005271717,0.00004054434,0.008016949],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02708053,"threshold_uncertainty_score":0.05461925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08950662430047807,"score_gpt":0.3089860664356484,"score_spread":0.2194794421351703,"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."}}