{"id":"W3031621668","doi":"10.1145/3334480.3375066","title":"EduCHI 2020: 2nd Annual Symposium on HCI Education","year":2020,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Curriculum; Engineering ethics; Pedagogy; Medical education; Psychology; Engineering; 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":[0.007408591,0.002097122,0.001192679,0.003267866,0.001995362,0.008216976,0.001671402,0.004340344,0.1498246],"category_scores_gemma":[0.004460924,0.0005382685,0.001033064,0.001640701,0.001068099,0.004871489,0.005269331,0.005196334,0.08884214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037999,"about_ca_system_score_gemma":0.005861008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001685306,"about_ca_topic_score_gemma":0.00577013,"domain_scores_codex":[0.9965425,0.0005877747,0.0001617013,0.0003407133,0.001636449,0.000730927],"domain_scores_gemma":[0.9934082,0.0006454401,0.0002153299,0.0003144742,0.002095374,0.003321163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000652556,0.0001187616,0.0004333659,0.0002299958,0.000008018822,0.00009252737,0.0001804781,0.00006908791,0.0008716582,0.001945283,0.865219,0.1307666],"study_design_scores_gemma":[0.000004901368,0.00005910362,0.0005494094,0.0001963325,0.000004256755,0.00007882349,0.0001188711,0.0001121587,0.0002607818,0.0005244761,0.9980822,0.000008689894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007548445,0.0732476,0.02609302,0.08937801,0.3087066,0.0006942639,0.004180559,0.004604259,0.4855472],"genre_scores_gemma":[0.0141049,0.01962397,0.008107857,0.008348391,0.0306261,0.0004874822,0.003579753,0.001104379,0.9140171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1498246,"threshold_uncertainty_score":0.5012131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009996506874628596,"score_gpt":0.2495948315009962,"score_spread":0.2395983246263676,"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."}}