{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001362398,0.00009009196,0.00007577719,0.00003095462,0.000121832,0.0001726025,0.0004711928,0.00003345728,0.00003733949],"category_scores_gemma":[0.00005806539,0.00007920236,0.00003904994,0.0002248239,0.00001215256,0.0002181977,0.00009613218,0.0002345279,0.0003690485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790688,"about_ca_system_score_gemma":0.0001185452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005749453,"about_ca_topic_score_gemma":0.00000139337,"domain_scores_codex":[0.9991513,0.00007495465,0.000104687,0.0003307838,0.0001651386,0.0001731213],"domain_scores_gemma":[0.9994977,0.00004234852,0.00003903112,0.000244944,0.00003110205,0.0001448776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005670812,0.0001463197,0.0005083406,0.00001297542,0.000008103118,0.000003305386,0.01019164,0.0003543468,0.0001875813,0.04787037,0.06126878,0.8794426],"study_design_scores_gemma":[0.000130618,0.0003335609,0.001525725,0.00001966233,0.000003751879,0.000009735902,0.0006124737,0.004679797,0.0002579022,0.0001018473,0.9921113,0.0002135745],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05486224,0.0002176055,0.6131783,0.2508585,0.003108103,0.0004006982,0.000001991081,0.002698212,0.07467432],"genre_scores_gemma":[0.9242738,0.000002921255,0.06513681,0.006392256,0.0005192364,0.000008666363,0.000003528734,0.000009661821,0.003653164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9308426,"threshold_uncertainty_score":0.4743495,"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."}}