{"id":"W3086177652","doi":"10.4102/sajce.v10i1.699","title":"Preservice teachers’ perception of longitudinal child development field coursework at a university-affiliated teaching school","year":2020,"lang":"en","type":"article","venue":"South African Journal of Childhood Education","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity Western University; Western University","funders":"National Research Foundation","keywords":"Coursework; Practicum; Psychology; Mathematics education; Longitudinal study; Focus group; Medical education; Teacher education; Faculty development; Qualitative research; Pedagogy; Professional development; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008572149,0.0001647274,0.0002757269,0.0002435514,0.000707432,0.00005888838,0.0004899518,0.0001185242,0.0006810538],"category_scores_gemma":[0.0009511807,0.0001704264,0.0001308635,0.000547104,0.00007510251,0.0003932336,0.00006391752,0.0005576598,0.00005284123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005191888,"about_ca_system_score_gemma":0.005245031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001445275,"about_ca_topic_score_gemma":0.000067439,"domain_scores_codex":[0.9979261,0.0003674514,0.0005435862,0.0002305367,0.00065254,0.0002797637],"domain_scores_gemma":[0.9979481,0.00009228956,0.0007903535,0.0001353443,0.0004240182,0.0006098923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009338572,0.0004643381,0.1376318,0.00002116005,0.0001243668,0.000001426244,0.8473358,0.00005040016,0.00003767967,0.0003600358,0.006599778,0.007279786],"study_design_scores_gemma":[0.0005336176,0.0002127884,0.6109479,0.0002874279,0.00008134698,0.000009074713,0.3514761,0.000001710149,0.00009211835,0.00005980184,0.03605158,0.0002465425],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9659517,0.0001843771,0.0003688739,0.01706136,0.0005072528,0.0002650545,0.000002915439,0.00003580137,0.01562268],"genre_scores_gemma":[0.9934303,0.00003402928,0.004532061,0.0007184096,0.0006757958,0.000001316864,0.00001145711,0.00001500072,0.0005816442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4958597,"threshold_uncertainty_score":0.9304461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414586470678215,"score_gpt":0.2609350538012348,"score_spread":0.2467891890944527,"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."}}