{"id":"W3195243950","doi":"10.5430/ijhe.v11n1p140","title":"Preservice Teachers’ Mentorship Experiences during Teaching Practice in a South African Teacher Preparation Program","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Thematic analysis; Psychology; Professional development; Teacher education; Qualitative research; Perception; Pedagogy; Medical education; Mathematics education; Medicine; Sociology","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":[0.005826383,0.0004547316,0.0005418063,0.0008242355,0.01252563,0.003533552,0.001613876,0.001377917,0.002173925],"category_scores_gemma":[0.01195918,0.0006708918,0.0002819034,0.0006888185,0.004843472,0.002326825,0.006393035,0.002483106,0.0003118187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003567118,"about_ca_system_score_gemma":0.004387541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007046595,"about_ca_topic_score_gemma":0.02664238,"domain_scores_codex":[0.9942504,0.003535678,0.0001178256,0.00024961,0.0004496782,0.001396788],"domain_scores_gemma":[0.9929314,0.002925973,0.0008850553,0.0002856212,0.0004132789,0.002558683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006165566,0.0002300919,0.009094544,0.00005413758,0.000003829191,0.00136081,0.9794277,0.00002719253,0.0009482192,0.0002546763,0.0003122795,0.008224872],"study_design_scores_gemma":[0.000006780699,0.0002711792,0.01066197,0.00006823322,0.000005720288,0.0004047057,0.9823449,0.00003340899,0.000468793,0.00007935092,0.005641473,0.00001350466],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984243,0.0001259946,0.0001425082,0.0003167295,0.000009923217,0.00002770438,0.000005771207,0.000005624231,0.0009414635],"genre_scores_gemma":[0.9979164,0.0001727167,0.0001694322,0.00008026056,0.000005341793,0.00003055192,0.00000740518,0.00000489222,0.00161285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252563,"threshold_uncertainty_score":0.03081322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295476607785758,"score_gpt":0.4172380994400224,"score_spread":0.3942833333621648,"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."}}