{"id":"W4401312740","doi":"10.18260/1-2--48389","title":"Board 89: Work in Progress: Promoting Undergraduate Student Success through Faculty Mentoring in Engineering Education","year":2024,"lang":"en","type":"article","venue":"","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Internship; Peer mentoring; Medical education; Psychology; Work (physics); Process (computing); Pedagogy; Engineering; Medicine; Computer science","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":[0.008610263,0.0003982191,0.0002665597,0.0009364122,0.003172384,0.004605002,0.001346668,0.0008688204,0.02255326],"category_scores_gemma":[0.02084574,0.0002606085,0.0003347391,0.0007144998,0.0007015698,0.001596205,0.005508613,0.001689144,0.007486885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654619,"about_ca_system_score_gemma":0.007777904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154252,"about_ca_topic_score_gemma":0.006603949,"domain_scores_codex":[0.9954157,0.002273967,0.0001689346,0.0002631414,0.001074693,0.0008034948],"domain_scores_gemma":[0.9576737,0.002160938,0.002218896,0.001040902,0.003344881,0.03356063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002996351,0.004502774,0.03924487,0.0004211816,0.00004302717,0.0002900368,0.006445013,0.0003633979,0.002942873,0.001222668,0.2196512,0.7245733],"study_design_scores_gemma":[0.0004697671,0.007002872,0.3178896,0.0008209336,0.0001610795,0.000580329,0.04207567,0.002548536,0.00482683,0.002775648,0.6206883,0.0001603566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7060192,0.002388727,0.01665127,0.05876843,0.01010619,0.003988989,0.0007628534,0.003313854,0.1980006],"genre_scores_gemma":[0.875026,0.00195473,0.01733143,0.004968096,0.001386716,0.002210094,0.001227297,0.0004287856,0.09546684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02255326,"threshold_uncertainty_score":0.07544822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03253222423863577,"score_gpt":0.3799298678663575,"score_spread":0.3473976436277217,"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."}}