{"id":"W4396947883","doi":"10.19173/irrodl.v25i2.7428","title":"Exploring the Feasibility of Deploying Technology Enhanced School-Based Teacher Continuous Professional Development in Internet-Limited Environments in Tanzania","year":2024,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tanzania; The Internet; Professional development; Internet access; Computer science; Medical education; Mathematics education; Psychology; Multimedia; Pedagogy; Sociology; World Wide Web; Medicine; Socioeconomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007162558,0.00006748486,0.0001691881,0.0003230794,0.00009915584,0.00005393023,0.0007547124,0.00005765122,0.0001645519],"category_scores_gemma":[0.004567941,0.0000442438,0.00002122377,0.000965893,0.0003822313,0.0001903786,0.0002687165,0.0009005345,0.000006805685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004408209,"about_ca_system_score_gemma":0.0004895712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008915036,"about_ca_topic_score_gemma":0.0009485368,"domain_scores_codex":[0.9979618,0.0007450983,0.0004414821,0.0002064232,0.0004591216,0.0001860766],"domain_scores_gemma":[0.9990284,0.0006368525,0.00009558294,0.0001211606,0.00009219555,0.00002576875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000136245,0.0005103493,0.8029324,0.0005840295,0.0000414546,0.00001033679,0.005705851,0.00004009062,0.001604186,0.03637148,0.0002818332,0.1517818],"study_design_scores_gemma":[0.002369278,0.0002221272,0.6310531,0.0763086,0.00001820487,0.000005236555,0.1344054,0.003266978,0.01282176,0.01090963,0.1281544,0.000465329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780298,0.003261232,0.0001993374,0.0160265,0.0001358678,0.0008207535,0.000002221667,0.00001379261,0.001510461],"genre_scores_gemma":[0.9960439,0.003042682,0.0001078337,0.00003986635,0.000009347826,0.0003139033,0.00002342123,0.000004617542,0.0004144404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718793,"threshold_uncertainty_score":0.5468583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1804524641115163,"score_gpt":0.4687879713732977,"score_spread":0.2883355072617814,"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."}}