{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002564378,0.00007944839,0.0001550266,0.00004598683,0.0005617566,0.00003812826,0.0004154679,0.0002774279,0.0001126522],"category_scores_gemma":[0.0043883,0.00005899316,0.00002799245,0.0007162847,0.0007559256,0.0001417623,0.00009304768,0.0009822085,0.000008819959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002764174,"about_ca_system_score_gemma":0.00005481203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543467,"about_ca_topic_score_gemma":0.00001038293,"domain_scores_codex":[0.998246,0.0002544843,0.0001630149,0.0004226149,0.0005795548,0.0003343576],"domain_scores_gemma":[0.9985058,0.001101846,0.00006160751,0.0001206722,0.00007124152,0.0001387749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001495225,0.001596034,0.3803595,0.00005459163,0.00002492716,0.0001753318,0.09129789,0.000004601998,0.07586106,0.3032525,0.001580001,0.1456441],"study_design_scores_gemma":[0.001379312,0.001687404,0.8555907,0.0002772792,0.00005074267,0.00001956579,0.04214225,0.00009190905,0.05281504,0.04092181,0.004463087,0.0005609214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.904467,0.0001853712,0.00008847402,0.002206885,0.0001929198,0.0001816973,3.780617e-7,0.00002866973,0.09264861],"genre_scores_gemma":[0.9978448,0.0001861841,0.0002314108,0.00133358,0.00007115544,0.00000801476,8.920215e-8,0.000001736805,0.0003230645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752312,"threshold_uncertainty_score":0.5253522,"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."}}