{"id":"W2902813639","doi":"10.19173/irrodl.v19i5.3698","title":"Interaction of Proctoring and Student Major on Online Test Performance","year":2018,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic dishonesty; Cheating; Academic integrity; Test (biology); Online learning; Psychology; Mathematics education; Medical education; Computer science; Medicine; Multimedia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006363311,0.00004188578,0.0001179221,0.00006370602,0.000212912,0.00004989589,0.0004847602,0.00004958816,0.0001117543],"category_scores_gemma":[0.004545227,0.0000290418,0.00001272686,0.0002220781,0.000346223,0.0001787279,0.0002755457,0.0008169506,0.00000429787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007174874,"about_ca_system_score_gemma":0.00008813397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360941,"about_ca_topic_score_gemma":0.0001633249,"domain_scores_codex":[0.9986845,0.0003230863,0.0002177,0.0001081901,0.0005456665,0.0001208338],"domain_scores_gemma":[0.9983258,0.001099182,0.000111099,0.00005746004,0.0003733048,0.00003319186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004130282,0.0005242533,0.7346469,0.001946102,0.00007795408,0.000004495478,0.0105783,0.00001784107,0.0005442734,0.04517886,0.002889172,0.2031789],"study_design_scores_gemma":[0.001374312,0.001361703,0.2674999,0.05924344,0.00002681396,0.00001361774,0.05815209,0.002623752,0.001841038,0.002007836,0.6055707,0.0002848286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682288,0.001920912,0.00001766223,0.009051706,0.00009383129,0.0004319084,0.00002472299,0.000004237362,0.02022625],"genre_scores_gemma":[0.9679127,0.03148988,0.00003554575,0.00007133566,0.0001122909,0.000009859724,0.00001838226,0.000002064842,0.0003479829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026815,"threshold_uncertainty_score":0.544139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171474368318858,"score_gpt":0.5079182663745356,"score_spread":0.3907708295426498,"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."}}