{"id":"W3134922551","doi":"10.1145/3408877.3432427","title":"Investigating the Impact of Online Homework Reminders Using Randomized A/B Comparisons","year":2021,"lang":"en","type":"article","venue":"","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Procrastination; Psychological intervention; Set (abstract data type); Psychology; Test (biology); Randomized controlled trial; Computer science; Medical education; Applied psychology; Social psychology; 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":[0.06469387,0.005026675,0.006334259,0.003745191,0.002010489,0.002945611,0.002706483,0.007783323,0.01072628],"category_scores_gemma":[0.1181984,0.001735178,0.007164546,0.002613255,0.004359724,0.006330883,0.002608499,0.006144169,0.001432209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002351246,"about_ca_system_score_gemma":0.002417381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128255,"about_ca_topic_score_gemma":0.0007869337,"domain_scores_codex":[0.8651214,0.1046154,0.01386759,0.008249464,0.005733512,0.002412629],"domain_scores_gemma":[0.8266085,0.1276693,0.01888205,0.0176523,0.006877274,0.002310729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8284093,0.07098998,0.003962911,0.007317416,0.01532019,0.0003162081,0.0008278475,0.002267705,0.009298088,0.00802493,0.003763231,0.04950216],"study_design_scores_gemma":[0.3003687,0.6278364,0.009564353,0.0012485,0.008428185,0.0001933547,0.0006102616,0.01014244,0.01336741,0.01663638,0.01125658,0.0003474118],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7281905,0.005907983,0.05466991,0.0017801,0.01735949,0.1738371,0.003146911,0.001560155,0.01354782],"genre_scores_gemma":[0.6569844,0.001263734,0.09433867,0.002372578,0.001412362,0.2384535,0.001055233,0.0002983027,0.003821193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06469387,"threshold_uncertainty_score":0.342138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456295065994727,"score_gpt":0.398751875477895,"score_spread":0.3241889248179478,"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."}}