{"id":"W2807626312","doi":"10.1016/b978-0-12-814978-2.00003-x","title":"Your Undergraduate Studies","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mentorship; Undergraduate research; Medical education; Aside; Undergraduate education; Graduate students; Psychology; Engineering ethics; Engineering; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008927491,0.001458193,0.001158544,0.001916395,0.004103079,0.008605022,0.001039165,0.002084003,0.6501825],"category_scores_gemma":[0.002545899,0.0005399915,0.0006969257,0.001719984,0.001064054,0.00422174,0.006601297,0.003436152,0.6333399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198918,"about_ca_system_score_gemma":0.002833086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873376,"about_ca_topic_score_gemma":0.007951487,"domain_scores_codex":[0.9993498,0.00009474491,0.00002335181,0.00009623344,0.0002852894,0.0001506237],"domain_scores_gemma":[0.9982419,0.0001262365,0.00004724074,0.0001774554,0.0003455012,0.001061725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000211997,0.0001111106,0.0002558179,0.0001060807,0.000002443097,0.00007083781,0.0004177865,0.00002908481,0.0002563388,0.009731119,0.8160852,0.172913],"study_design_scores_gemma":[0.000003240879,0.00001233353,0.0003016973,0.00008725685,9.827594e-7,0.00004449374,0.000274784,0.00001493905,0.00004352061,0.001093378,0.9981207,0.000002619397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008780226,0.001912438,0.000349517,0.003286027,0.002850235,0.00005240805,0.0002262281,0.0003343193,0.9901108],"genre_scores_gemma":[0.001240495,0.0005442221,0.000112396,0.0003399676,0.0002293181,0.00002095888,0.00008483532,0.00008194878,0.9973459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6501825,"threshold_uncertainty_score":0.4989722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08475403125436684,"score_gpt":0.2842508011778456,"score_spread":0.1994967699234788,"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."}}