{"id":"W2132587314","doi":"10.1080/01421590500069728","title":"Becoming a tutor: exploring the learning experiences and needs of novice tutors in a PBL programme","year":2005,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"TUTOR; Curriculum; Problem-based learning; Medical education; Pedagogy; Psychology; Mathematics education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006357573,0.0004734845,0.0006661399,0.001105511,0.005352103,0.005117483,0.001362061,0.002127511,0.001804162],"category_scores_gemma":[0.02148967,0.0005084206,0.0003251648,0.0005770774,0.003987816,0.003842876,0.00510566,0.002568986,0.0003813212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916112,"about_ca_system_score_gemma":0.002319257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002621771,"about_ca_topic_score_gemma":0.006152852,"domain_scores_codex":[0.9927315,0.005138465,0.0002489403,0.0003008256,0.0005512447,0.001029027],"domain_scores_gemma":[0.9880421,0.005843513,0.001209118,0.0002703041,0.001240021,0.003394822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005550253,0.0001487418,0.01482475,0.0001001864,0.00000611117,0.00168694,0.9699396,0.00005962837,0.000969507,0.0002484217,0.0004135331,0.01154696],"study_design_scores_gemma":[0.000008244386,0.0003274322,0.005611767,0.00006225828,0.0000079575,0.0009355314,0.9879223,0.0001499999,0.0003792678,0.0002050429,0.004369448,0.00002075665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971412,0.0002684139,0.0006911139,0.0005969499,0.0000197538,0.00003177837,0.000009758121,0.00001110305,0.001229885],"genre_scores_gemma":[0.9975961,0.00030753,0.0005621161,0.0002649235,0.00001349795,0.0000237904,0.00001822411,0.000008236494,0.001205563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006357573,"threshold_uncertainty_score":0.03362244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07063704123046759,"score_gpt":0.3378460365411244,"score_spread":0.2672089953106568,"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."}}