{"id":"W4406886890","doi":"10.5206/cjsotlrcacea.2024.3.17966","title":"Building Science Identity Through Mentorship Vision Boards","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mentorship; Identity (music); Sociology; Political science; Art; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01239906,0.0005360469,0.0003060822,0.0008678602,0.00732021,0.003642846,0.001847601,0.001399506,0.005856678],"category_scores_gemma":[0.02006915,0.0002998024,0.0004103514,0.0004263111,0.004829048,0.003115315,0.007232514,0.003169285,0.0009371414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964855,"about_ca_system_score_gemma":0.005734244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001180235,"about_ca_topic_score_gemma":0.002869301,"domain_scores_codex":[0.986873,0.01007452,0.0001904153,0.0006032094,0.0007786288,0.001480198],"domain_scores_gemma":[0.9807551,0.007853241,0.001608596,0.001419165,0.001379173,0.006984763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003190553,0.004224198,0.02247094,0.0006527102,0.00003582266,0.001558606,0.681732,0.0005989239,0.007360167,0.02436214,0.01697705,0.2397084],"study_design_scores_gemma":[0.0001379117,0.001937325,0.0164248,0.0005722064,0.00003909131,0.0007962814,0.6424781,0.001196518,0.005877064,0.007480632,0.3229462,0.0001138656],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9329765,0.0004420388,0.01721843,0.008786023,0.0004898611,0.001058522,0.00009386523,0.0002858572,0.03864895],"genre_scores_gemma":[0.9799802,0.0001953432,0.007271663,0.001206813,0.0000704752,0.0008270507,0.0000428548,0.00005569398,0.01034993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239906,"threshold_uncertainty_score":0.06557328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1565501135323827,"score_gpt":0.5332104740770736,"score_spread":0.3766603605446909,"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."}}