{"id":"W4280589071","doi":"10.15173/ijsap.v6i1.4858","title":"Triadic partnerships: Evaluation of a group mentorship scheme","year":2022,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine","keywords":"Mentorship; Scheme (mathematics); Thematic analysis; Feeling; Psychology; Conceptual model; Qualitative research; Medical education; Computer science; Sociology; Social psychology; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009469775,0.000083924,0.0001163272,0.0001957191,0.0008727776,0.0001951993,0.000828477,0.00002688905,0.003836936],"category_scores_gemma":[0.0007817108,0.00008820563,0.0001501379,0.0001702307,0.00006070593,0.0002837986,0.0001037894,0.0002118084,0.00001530856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009301036,"about_ca_system_score_gemma":0.0004744808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640365,"about_ca_topic_score_gemma":0.00007531734,"domain_scores_codex":[0.9944928,0.0007916422,0.0004032809,0.0001592494,0.003930756,0.0002223163],"domain_scores_gemma":[0.9984619,0.0002135167,0.0004263659,0.00008897256,0.0006724412,0.0001367889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001681508,0.003767401,0.1880797,0.00001693663,0.003139256,0.00002345489,0.09240774,0.00232905,0.0005390868,0.5169477,0.1500947,0.04097351],"study_design_scores_gemma":[0.002497707,0.0001764433,0.004693966,0.00001333102,0.0001015763,0.000006517595,0.02747894,0.00008924454,0.00002295324,0.006449477,0.9583424,0.0001274376],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554771,0.0002773108,0.0001938804,0.009907678,0.01047133,0.0008379249,0.00002320847,0.00002684767,0.02278467],"genre_scores_gemma":[0.9938765,0.0000814606,0.0002199718,0.0003766486,0.0006117149,0.0002774932,0.00002463897,0.00001111429,0.004520435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8082477,"threshold_uncertainty_score":0.9970737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3035636470034921,"score_gpt":0.6172817311376605,"score_spread":0.3137180841341684,"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."}}