{"id":"W4282039508","doi":"10.5539/hes.v12n3p19","title":"Students-Teachers' Professional Development during Teaching Practice in Tanzania: Experience from the Host Institutions","year":2022,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tanzania; Mentorship; Medical education; Higher education; Psychology; Professional development; Head teachers; Pedagogy; Sociology; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00166701,0.0002731427,0.0003525176,0.0004231927,0.004330087,0.002149427,0.0006875562,0.0007651097,0.002053783],"category_scores_gemma":[0.003320513,0.0004588429,0.0001986831,0.0004739359,0.001823658,0.001081852,0.002865617,0.001034984,0.0002752822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487357,"about_ca_system_score_gemma":0.002397926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006797226,"about_ca_topic_score_gemma":0.02779036,"domain_scores_codex":[0.9985922,0.0006546447,0.00006603955,0.00008005041,0.0001197787,0.0004872208],"domain_scores_gemma":[0.9971051,0.0007495816,0.0005731232,0.00007791854,0.0002487778,0.001245438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007945108,0.0001564978,0.07189128,0.0002667624,0.000005426007,0.005148798,0.9027913,0.00004897944,0.002599607,0.0003341804,0.0006519481,0.01602579],"study_design_scores_gemma":[0.000007630762,0.0003778611,0.05142833,0.0001739794,0.000009052021,0.001800877,0.9370738,0.0000657074,0.0004918871,0.00005868572,0.008496669,0.00001539237],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988568,0.0002556036,0.00005793312,0.0002230067,0.000007650466,0.000009387287,0.000006209484,0.000002193882,0.0005812208],"genre_scores_gemma":[0.9984728,0.0003518034,0.0001379592,0.000128281,0.000006812171,0.00001238714,0.000007433669,0.000002695971,0.000879818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006797226,"threshold_uncertainty_score":0.01351529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0926822170054403,"score_gpt":0.4706293862494477,"score_spread":0.3779471692440074,"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."}}