{"id":"W4392564883","doi":"10.1145/3626252.3630930","title":"Student Interaction with Instructor Emails in Introductory and Upper-Year Computing Courses","year":2024,"lang":"en","type":"article","venue":"","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; University of Toronto Mississauga; University of Toronto","keywords":"Student engagement; Computer science; Electronic mail; Psychological resilience; World Wide Web; Medical education; Psychology; Multimedia; Mathematics education; Medicine; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002248871,0.0002739895,0.0003746951,0.0008968103,0.001038693,0.002440271,0.0004978122,0.0008534758,0.004417365],"category_scores_gemma":[0.01404458,0.0002179025,0.0003038592,0.000479075,0.0003868476,0.001104484,0.001238977,0.0009288981,0.001358093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005196005,"about_ca_system_score_gemma":0.0005169489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009861971,"about_ca_topic_score_gemma":0.002698257,"domain_scores_codex":[0.9981332,0.0007798807,0.0001297126,0.0001832833,0.0003637014,0.0004101762],"domain_scores_gemma":[0.9894264,0.004131767,0.002369359,0.0004047234,0.0007932749,0.002874456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007027155,0.00313475,0.891191,0.00009234417,0.00004414164,0.000217574,0.03792215,0.000124107,0.002268172,0.0001404174,0.001274264,0.06288834],"study_design_scores_gemma":[0.00002564465,0.001837298,0.957471,0.00007145212,0.00003498622,0.0002503685,0.03397298,0.0008458813,0.00169622,0.000237277,0.003504028,0.00005281285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993877,0.00001892668,0.00007080226,0.00003855202,0.000004329139,0.000006939195,0.00001747471,0.000006725018,0.0004484904],"genre_scores_gemma":[0.9988776,0.00003273552,0.0001621035,0.00005481049,0.000008450696,0.00001637857,0.00004186382,0.00000455747,0.0008014881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004417365,"threshold_uncertainty_score":0.01477754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01180915502832035,"score_gpt":0.3449014303721561,"score_spread":0.3330922753438357,"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."}}