{"id":"W3207594470","doi":"10.18260/1-2--34968","title":"Mentoring Undergraduate Students in Engineering","year":2020,"lang":"en","type":"article","venue":"2020 ASEE Virtual Annual Conference Content Access Proceedings","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Bachelor; Peer mentoring; Phone; Medical education; Engineering education; Mainland China; Mainland; University faculty; Psychology; Pedagogy; Engineering; Engineering management; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.007585331,0.0006380162,0.0004456795,0.001135455,0.005387322,0.005826168,0.001904437,0.002206347,0.00998753],"category_scores_gemma":[0.01544332,0.0003026403,0.0007079999,0.0008468219,0.00190758,0.002327178,0.006970932,0.003624898,0.002935911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872548,"about_ca_system_score_gemma":0.003315789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000332487,"about_ca_topic_score_gemma":0.001256468,"domain_scores_codex":[0.9880891,0.007259259,0.000259341,0.000506726,0.002123288,0.001762205],"domain_scores_gemma":[0.9831149,0.003270775,0.001348527,0.0009703661,0.002003992,0.009291358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002773524,0.006977036,0.07143459,0.001084857,0.00007031827,0.004231397,0.22325,0.0009853587,0.01032724,0.02204656,0.04540841,0.6139069],"study_design_scores_gemma":[0.0001089447,0.005075876,0.0647726,0.001116182,0.0000705765,0.009838053,0.3990948,0.002443068,0.01160864,0.01184583,0.4938513,0.0001740451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8779727,0.003058316,0.01061835,0.01728209,0.001126854,0.0007771914,0.00008901425,0.0003072378,0.08876824],"genre_scores_gemma":[0.9500221,0.001503593,0.004582509,0.003463197,0.0003565072,0.0002211215,0.00008738134,0.00005313114,0.03971033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00998753,"threshold_uncertainty_score":0.04011554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264630906586513,"score_gpt":0.2973658960263305,"score_spread":0.2347195869604653,"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."}}