{"id":"W4396509129","doi":"10.22215/etd/2024-15861","title":"Instructor Perceptions of e-Proctoring Software","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Academic integrity; Perception; Perspective (graphical); Medical education; Cheating; Psychology; Class (philosophy); Computer science; Medicine; Social psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006411095,0.0001493212,0.0001796218,0.0005505765,0.001356643,0.003054254,0.0004800043,0.0007117904,0.004773636],"category_scores_gemma":[0.04309925,0.0001415272,0.0001497744,0.0004139385,0.00128859,0.00146404,0.001560758,0.001074472,0.0005376516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009464826,"about_ca_system_score_gemma":0.001909045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631558,"about_ca_topic_score_gemma":0.001685257,"domain_scores_codex":[0.9918864,0.004870892,0.0003907315,0.0003585496,0.002051943,0.0004414344],"domain_scores_gemma":[0.9468689,0.03009642,0.009240728,0.001517284,0.007327365,0.004949287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002330726,0.001188393,0.4356794,0.0004572597,0.00003672344,0.0009388411,0.4210815,0.0003705691,0.006543266,0.003208388,0.004129243,0.1261334],"study_design_scores_gemma":[0.00007737781,0.002189301,0.3425446,0.0007457702,0.00008708396,0.001266338,0.5654403,0.002955351,0.005162628,0.001584367,0.07783452,0.0001124441],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894056,0.0001643308,0.001150229,0.001158431,0.00002616445,0.00002183265,0.00001942359,0.0000299445,0.008024065],"genre_scores_gemma":[0.9977024,0.0001747714,0.0004008431,0.0002271937,0.00001674923,0.00001598307,0.0000129316,0.0000078276,0.001441304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992882,"threshold_uncertainty_score":0.03390551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745175727280044,"score_gpt":0.3355352685437833,"score_spread":0.3180835112709828,"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."}}