{"id":"W2976005991","doi":"10.5539/ies.v12n10p89","title":"Implementation of Microteaching in Special Teaching Methods I And II Courses: An Action Research","year":2019,"lang":"en","type":"article","venue":"International Education Studies","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microteaching; Teaching method; Action research; Mathematics education; Psychology; Classroom management; Teacher education; Student teaching; Lesson plan; Pedagogy; Medical education; Student teacher; Medicine","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":[0.003464096,0.00006386586,0.0001138775,0.0005675601,0.0003840963,0.00004120685,0.0001590082,0.00006621334,0.0002466511],"category_scores_gemma":[0.00101459,0.00006651688,0.00001934979,0.0001989914,0.0001885052,0.0005525306,0.00005275809,0.0002784571,0.000007786471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003738717,"about_ca_system_score_gemma":0.0004093178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580307,"about_ca_topic_score_gemma":0.0106813,"domain_scores_codex":[0.9984533,0.0006378871,0.0002704844,0.0002057038,0.0003007726,0.0001318221],"domain_scores_gemma":[0.9985273,0.0002735879,0.000140226,0.00009792951,0.0009322101,0.00002873733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001408679,0.0002764327,0.1743275,0.00001286123,0.00004564422,6.13891e-8,0.1435322,0.000002082156,0.005584611,0.2960469,0.002106516,0.3780512],"study_design_scores_gemma":[0.0002056754,0.00007219188,0.04957923,0.0000548293,0.000005927602,0.000001184087,0.8300485,0.00001565971,0.002107498,0.01812486,0.09969986,0.00008460554],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784063,0.0001948605,0.0001096701,0.007689086,0.003510315,0.0002747288,0.000001923329,0.00002226846,0.009790873],"genre_scores_gemma":[0.9887648,0.0003037354,0.008212972,0.00008909924,0.0005965428,0.000056597,0.00001456539,0.000005503203,0.001956247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6865163,"threshold_uncertainty_score":0.8435792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2383559879711144,"score_gpt":0.6685905594473368,"score_spread":0.4302345714762223,"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."}}