{"id":"W2949699556","doi":"10.36615/sotls.v3i1.65","title":"Doctoral supervision in developing countries: desperately seeking the Scholarship of Teaching and Learning","year":2019,"lang":"en","type":"article","venue":"Scholarship of Teaching and Learning in the South","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Scholarship; License; Cognitive reframing; Scholarship of Teaching and Learning; Developing country; Political science; Sociology; Higher education; Public relations; Pedagogy; Psychology; Economic growth; Teaching method; Economics; Teaching and learning center; Law; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01901112,0.0002668511,0.0005953254,0.001274078,0.01377788,0.008613124,0.001052766,0.003103673,0.00384573],"category_scores_gemma":[0.01781771,0.0002718004,0.0003419656,0.002063324,0.0227936,0.006283423,0.01841621,0.007173716,0.0005104107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01050807,"about_ca_system_score_gemma":0.04544997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045865,"about_ca_topic_score_gemma":0.01382941,"domain_scores_codex":[0.9863124,0.009596162,0.0005421196,0.0005917357,0.001065397,0.001892142],"domain_scores_gemma":[0.9818925,0.006765201,0.001598089,0.0007333824,0.001549156,0.007461619],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001426807,0.0001524135,0.0241246,0.002645956,0.00003077214,0.002063787,0.4349031,0.000624702,0.0007361933,0.3414805,0.05386628,0.139229],"study_design_scores_gemma":[0.00004134133,0.0001735782,0.01700424,0.004890568,0.00001233648,0.001137223,0.559623,0.0002414192,0.0003084432,0.07904269,0.3374789,0.00004625586],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1627094,0.06244815,0.002947039,0.705496,0.002212985,0.00009743895,0.00008639844,0.00004721272,0.0639555],"genre_scores_gemma":[0.9221931,0.04420144,0.002581663,0.02539011,0.0008069056,0.0001397564,0.00004804501,0.00003172585,0.004607216],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9809889,"threshold_uncertainty_score":0.1005417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143072769823399,"score_gpt":0.4489893848074485,"score_spread":0.3059166149840495,"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."}}