{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002360573,0.0000684315,0.00005941245,0.00001083421,0.00002197046,0.00001085899,0.0001045446,0.00003112956,0.0004240976],"category_scores_gemma":[0.00001004972,0.00004559601,0.00002421152,0.0001524427,0.00001394034,0.00002975977,0.00003031479,0.00008603711,0.0001801149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412377,"about_ca_system_score_gemma":0.000003282396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001970222,"about_ca_topic_score_gemma":0.000009409422,"domain_scores_codex":[0.9996427,0.000003293094,0.00008527598,0.00007294772,0.00007762453,0.0001181121],"domain_scores_gemma":[0.9997984,0.00001518538,0.000003356835,0.00009215009,0.0000048312,0.0000860884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004940074,0.0003028574,0.003397876,0.00249014,0.0004162444,0.00002393889,0.01822923,0.05127088,0.286971,0.002202729,0.5063436,0.1283021],"study_design_scores_gemma":[0.0006006224,0.00006402026,0.01889812,0.0000501303,0.00002354191,0.000007277419,0.0008855824,0.4988643,0.008556144,0.00004378152,0.4716005,0.0004060027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709592,0.0002367823,0.009065459,0.01156601,0.0006918515,0.0001004643,0.00001098036,0.0009098476,0.006459366],"genre_scores_gemma":[0.9980635,0.00005512641,0.0006463492,0.0004835268,0.0003267392,0.000004727032,0.0000242175,0.00001833386,0.000377481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4475934,"threshold_uncertainty_score":0.4643571,"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."}}