{"id":"W4282024298","doi":"10.1145/3531072.3535323","title":"The Positive Effects of using Reflective Prompts in a Database Course","year":2022,"lang":"en","type":"article","venue":"","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Component (thermodynamics); Reflection (computer programming); Mathematics education; Computer science; Key (lock); Psychology; Flipped classroom; Multimedia","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004859817,0.00005255677,0.00009734459,0.00005938021,0.0009650889,0.00001442442,0.0002169785,0.00001550872,0.00003301824],"category_scores_gemma":[0.00102116,0.00004060877,0.0000211382,0.0008389453,0.0002357411,0.0001003098,0.0001547389,0.000269627,5.590985e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003172329,"about_ca_system_score_gemma":0.0003220365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953135,"about_ca_topic_score_gemma":0.001768099,"domain_scores_codex":[0.9960211,0.003176884,0.0001265548,0.0001340951,0.000337501,0.0002038448],"domain_scores_gemma":[0.9982756,0.001405698,0.00009639412,0.0001237059,0.00008060503,0.00001798114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001542879,0.0004424364,0.01284748,0.00002060511,0.00006155132,0.00004434658,0.1137732,0.00007800732,0.07559332,0.7855971,0.0004509267,0.01093673],"study_design_scores_gemma":[0.006011937,0.001817863,0.2457696,0.0004978505,0.0002204455,0.00002431913,0.3819244,0.006168647,0.1961504,0.1452531,0.01419804,0.001963417],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440941,0.00008475058,0.003990613,0.0006929572,0.0003630721,0.0007931757,0.000009763361,0.00003006123,0.04994148],"genre_scores_gemma":[0.9895112,0.000001751609,0.009855423,0.0001179301,0.00003012347,0.00003381775,0.000001442155,0.00000602477,0.000442271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6403441,"threshold_uncertainty_score":0.9976463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024588571546803,"score_gpt":0.454978452884957,"score_spread":0.404732567169489,"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."}}