{"id":"W4402051197","doi":"10.1080/18146627.2024.2386960","title":"The Impact of Educational Innovation on Teachers’ Pedagogical Practices: The Case of the ORELT Project in Kenya","year":2024,"lang":"en","type":"article","venue":"Africa Education Review","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Mathematics education; Sociology; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009807006,0.0003248537,0.0003821742,0.001258037,0.008954558,0.00406939,0.001225015,0.002653357,0.002214795],"category_scores_gemma":[0.01025132,0.0003598087,0.0002670206,0.002008118,0.006367054,0.003836212,0.0054502,0.001887279,0.0002424119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005759689,"about_ca_system_score_gemma":0.009483227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346751,"about_ca_topic_score_gemma":0.04197467,"domain_scores_codex":[0.9910745,0.00582779,0.0003086255,0.0003658121,0.001082606,0.001340794],"domain_scores_gemma":[0.9882866,0.008214592,0.001430972,0.0003630365,0.0007240743,0.0009807465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002071556,0.000650594,0.02948215,0.003133854,0.00004617286,0.02480636,0.7754375,0.0002690956,0.002122436,0.01905448,0.003871183,0.140919],"study_design_scores_gemma":[0.0001030554,0.0005842919,0.06347513,0.004563614,0.0001010493,0.005298024,0.7855055,0.0001954145,0.001622685,0.001495234,0.1369879,0.00006805351],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582417,0.008558469,0.0007363539,0.005394084,0.00007677096,0.0003094675,0.00004230886,0.0000107978,0.02662996],"genre_scores_gemma":[0.9901713,0.005311366,0.001042332,0.0006201295,0.00002134577,0.0001643735,0.00001879139,0.00000834797,0.002642032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01346751,"threshold_uncertainty_score":0.05186504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592619317753614,"score_gpt":0.5241508130913637,"score_spread":0.3648888813160023,"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."}}