{"id":"W3158742746","doi":"10.14742/ascilite2020.0136","title":"Online Supervised Exams: Entering the 4th Year at UNE","year":2020,"lang":"en","type":"article","venue":"","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Period (music); Medical education; Institution; Computer science; Psychology; Medicine; Political science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006879196,0.0004742267,0.0005169025,0.001471598,0.007550678,0.01244485,0.002517843,0.003317154,0.08166249],"category_scores_gemma":[0.01778312,0.0007056897,0.0007523019,0.000901701,0.002007947,0.00595803,0.01117838,0.005822614,0.01954449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006873715,"about_ca_system_score_gemma":0.01526046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02712963,"about_ca_topic_score_gemma":0.1501289,"domain_scores_codex":[0.9947718,0.0008061143,0.0001605383,0.0003543497,0.001486027,0.002421238],"domain_scores_gemma":[0.9665782,0.0009558024,0.001275332,0.001016168,0.004215986,0.02595849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006731629,0.001676996,0.09421376,0.0003494664,0.00002077571,0.004456174,0.01528342,0.000289667,0.003762247,0.01147268,0.5839349,0.2838668],"study_design_scores_gemma":[0.00003920957,0.0006819778,0.1430086,0.0007005368,0.000009443354,0.001161963,0.03195842,0.000325348,0.00148944,0.003703961,0.8168067,0.0001144674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5413514,0.003710328,0.003519799,0.1195573,0.007881942,0.0009973211,0.006391669,0.001686301,0.3149039],"genre_scores_gemma":[0.6298196,0.002379275,0.005301266,0.02257377,0.00107709,0.000591075,0.003107437,0.0008066658,0.3343437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08166249,"threshold_uncertainty_score":0.2731882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01867006078530554,"score_gpt":0.1985383681285554,"score_spread":0.1798683073432499,"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."}}