{"id":"W4284711440","doi":"10.1108/qae-02-2022-0048","title":"Assuring online assessment quality: the case of unproctored online assessment","year":2022,"lang":"en","type":"article","venue":"Quality Assurance in Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Quality (philosophy); Quality assessment; Originality; Psychology; Alternative assessment; Online assessment; Higher education; Medical education; Mathematics education; Marketing; Social psychology; Political science; Formative assessment; Medicine; Business","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":[0.007702631,0.0001920521,0.0004047173,0.0001632502,0.0009662546,0.00009397459,0.0006392651,0.00007437688,0.0004052298],"category_scores_gemma":[0.0003986556,0.0001815615,0.0001383039,0.001121054,0.0002192394,0.0003303093,0.0001800696,0.0006019047,0.00000156526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223041,"about_ca_system_score_gemma":0.002453051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03739609,"about_ca_topic_score_gemma":0.0462582,"domain_scores_codex":[0.9935477,0.003374521,0.001070069,0.0004374459,0.001156232,0.0004140405],"domain_scores_gemma":[0.9970511,0.001300566,0.0007625048,0.000529255,0.0002689965,0.00008755889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006155827,0.008963269,0.7506404,0.0001867319,0.0001120825,0.00002203057,0.06700507,0.001234673,0.0007957598,0.1090586,0.001578882,0.06034089],"study_design_scores_gemma":[0.000454902,0.00005239167,0.6401224,0.00003221283,0.00002364593,0.000004906266,0.3466822,0.0002355925,0.000009275086,0.001735678,0.01041454,0.0002323302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787797,0.0002235988,0.00016157,0.01236614,0.001839352,0.00084314,0.0001480853,0.00005264751,0.005585767],"genre_scores_gemma":[0.9940062,0.0001149588,0.003640321,0.0004173146,0.0004203096,0.0002609976,0.000198103,0.00001776902,0.0009240498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2796771,"threshold_uncertainty_score":0.9711451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08445615915997876,"score_gpt":0.4978529657096593,"score_spread":0.4133968065496806,"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."}}