{"id":"W3045955527","doi":"10.5465/ambpp.2020.18747abstract","title":"Clues to Fostering a Program Culture of Academic Integrity: Findings from a Multidimensional Model","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Academic integrity; Psychology; Situational ethics; Academic dishonesty; Social psychology; Context (archaeology); Structural equation modeling; Personality; Culture change; Public relations; Political science; Sociology; Computer science; Cheating","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":[0.01765213,0.001009885,0.0009730445,0.002665546,0.002416182,0.008578001,0.002230377,0.001254087,0.006478693],"category_scores_gemma":[0.04268892,0.0008446247,0.002377252,0.002071192,0.0028582,0.003553762,0.005969226,0.002656521,0.0004511046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002552719,"about_ca_system_score_gemma":0.003627987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01500555,"about_ca_topic_score_gemma":0.01192115,"domain_scores_codex":[0.9863149,0.009322113,0.0006724949,0.001473026,0.001437425,0.0007800219],"domain_scores_gemma":[0.9426606,0.03695042,0.009157296,0.005064683,0.003207551,0.002959276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001919216,0.0009252898,0.9411281,0.0001385769,0.0006529683,0.0002148531,0.01565948,0.003882801,0.0003564615,0.01548306,0.0005986223,0.0207679],"study_design_scores_gemma":[0.0000821572,0.0006143068,0.7595953,0.000410609,0.0007325741,0.0004010242,0.01821411,0.1859368,0.0003857765,0.03030916,0.003124352,0.0001937476],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847561,0.0001579342,0.008841955,0.001375934,0.00001935511,0.0001327789,0.0001174958,0.00004556807,0.004552878],"genre_scores_gemma":[0.9956887,0.00007300686,0.003687662,0.0000535058,0.000007289801,0.00007052258,0.00009043465,0.00001046138,0.000318452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987459,"threshold_uncertainty_score":0.09335446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0868725181766201,"score_gpt":0.3641360916978618,"score_spread":0.2772635735212417,"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."}}