{"id":"W3157905546","doi":"10.11575/prism/38364","title":"Exploring academic integrity and mental health during COVID-19: Rapid review","year":2020,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; Academic integrity; Coronavirus disease 2019 (COVID-19); Anxiety; Psychology; Set (abstract data type); Medical education; Medicine; Psychiatry; Social psychology; Computer science; Disease; Pathology","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":[0.0005553277,0.00007250923,0.0002134382,0.00004432652,0.0008425543,0.000007105266,0.0002352591,0.0000560934,0.0002228252],"category_scores_gemma":[0.0001704059,0.00008792186,0.00005572787,0.0002321263,0.0002224994,0.0004411219,0.0001446592,0.0004228757,0.00001277428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288515,"about_ca_system_score_gemma":0.0003058755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155392,"about_ca_topic_score_gemma":0.00003811881,"domain_scores_codex":[0.9990507,0.0001767504,0.0001086959,0.0002072583,0.0002394737,0.0002171032],"domain_scores_gemma":[0.9992872,0.0000440926,0.0001176356,0.00006709918,0.00001619807,0.0004677976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002871708,0.00007826265,0.06420142,0.006454252,0.0001000757,0.00007922271,0.3148512,4.350971e-7,0.0009282472,0.008154819,0.03159028,0.5732746],"study_design_scores_gemma":[0.002038927,0.0002394247,0.02098639,0.004603348,0.00008625073,0.000007060555,0.07167994,0.0005164317,0.000118341,0.0004528172,0.8985002,0.0007708489],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6776545,0.02234877,0.004418192,0.2914931,0.000128619,0.0006801866,0.000001370008,0.0001767461,0.003098455],"genre_scores_gemma":[0.2974927,0.689198,0.004702925,0.008145665,0.00008854034,0.000001269409,0.000008499318,0.00001229452,0.0003502069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8669099,"threshold_uncertainty_score":0.6480332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069232870034243,"score_gpt":0.3044073841805595,"score_spread":0.1974840971771351,"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."}}