{"id":"W4391173697","doi":"10.21083/ajote.v13i1.7218","title":"Developing interactive pedagogies: A case of accounting pre-service teachers from Ghana","year":2024,"lang":"en","type":"article","venue":"African Journal of Teacher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Accounting; Mathematics education; Sociology; Psychology; Business; Marketing","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":[0.001762928,0.0006567655,0.0005129217,0.001262139,0.01050425,0.003474881,0.001593538,0.00233753,0.004705674],"category_scores_gemma":[0.006244232,0.0007821684,0.0003521686,0.001113919,0.006048947,0.002922314,0.003777422,0.003293275,0.0008479297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003847051,"about_ca_system_score_gemma":0.003139309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01425501,"about_ca_topic_score_gemma":0.0481608,"domain_scores_codex":[0.9979411,0.0009540376,0.00008983134,0.0001745307,0.0001938256,0.0006467669],"domain_scores_gemma":[0.995786,0.001897356,0.0005100293,0.0001933781,0.0002944737,0.001318693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005434192,0.0002823625,0.007890786,0.0001499399,0.000003394566,0.02575414,0.949746,0.0000950458,0.001835053,0.001419622,0.000759421,0.0120099],"study_design_scores_gemma":[0.0000165364,0.0001676038,0.005409881,0.000149263,0.000008736543,0.01059052,0.9600761,0.0001681302,0.0008936257,0.0004713462,0.02202838,0.00001991787],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899032,0.0003061447,0.001400936,0.001965567,0.00003792868,0.00008148562,0.00001958307,0.00002853232,0.006256711],"genre_scores_gemma":[0.9872427,0.000681937,0.002572956,0.0005258135,0.0000283105,0.00005893273,0.00002259182,0.00003538081,0.008831404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01425501,"threshold_uncertainty_score":0.02834409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946971134728449,"score_gpt":0.4015059096344739,"score_spread":0.3620361982871894,"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."}}