{"id":"W3155234390","doi":"10.1177/0956797620977513","title":"Effects of Trust and Threat Messaging on Academic Cheating: A Field Study","year":2021,"lang":"en","type":"article","venue":"Psychological Science","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Cheating; Psychology; Social psychology; Field (mathematics); Academic integrity; Internet privacy; Applied psychology; Computer security; Computer science","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01314457,0.001082876,0.000914148,0.001051783,0.003944215,0.002269506,0.00140317,0.002258464,0.008125301],"category_scores_gemma":[0.04625535,0.0008726203,0.0008754251,0.0005120487,0.002840467,0.002078015,0.001489688,0.004316171,0.001225985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143545,"about_ca_system_score_gemma":0.002279132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002505646,"about_ca_topic_score_gemma":0.002104735,"domain_scores_codex":[0.9923843,0.005034979,0.0003600421,0.0009162267,0.0006088599,0.0006956369],"domain_scores_gemma":[0.8911693,0.07488581,0.01117893,0.01087672,0.004513586,0.007375507],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.0338501,0.6890948,0.1520139,0.000813181,0.0003831377,0.0009132553,0.03824425,0.001042471,0.008828167,0.001713231,0.00331762,0.06978586],"study_design_scores_gemma":[0.01380841,0.465198,0.4547468,0.0004764312,0.0006184293,0.000766282,0.04019617,0.006427492,0.00757182,0.00359676,0.006248822,0.0003445325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985452,0.00001802623,0.0001792407,0.0001069178,0.00002045971,0.0003972765,0.00004955957,0.000008808923,0.0006745722],"genre_scores_gemma":[0.9962048,0.00005573554,0.0009752235,0.0002606719,0.00004830732,0.001037281,0.00006995838,0.000007403852,0.001340616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9977415,"threshold_uncertainty_score":0.06951594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04038368423424143,"score_gpt":0.4171003442903944,"score_spread":0.376716660056153,"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."}}