{"id":"W2273774827","doi":"10.11575/prism/24891","title":"An Exploration of Faculty Attitudes Toward Student Academic Dishonesty in Selected Canadian Universities","year":2014,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic dishonesty; Pedagogy; Academic integrity; Medical education; Dishonesty; Psychology; Cheating; Political science; Mathematics education; Engineering ethics; Engineering; Medicine; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009469602,0.0003377929,0.0005133127,0.005424609,0.02416478,0.005481049,0.001965484,0.0008731976,0.002460905],"category_scores_gemma":[0.02187702,0.0004334108,0.0003235796,0.009564534,0.007803245,0.001832403,0.003403361,0.001587833,0.0001421669],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09062863,"about_ca_system_score_gemma":0.1340872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649241,"about_ca_topic_score_gemma":0.9823043,"domain_scores_codex":[0.9908006,0.002084019,0.0004017733,0.0004712944,0.003755411,0.002486888],"domain_scores_gemma":[0.9725412,0.007967674,0.003442319,0.0004847661,0.01130915,0.00425484],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007549149,0.00008275304,0.1503814,0.0002497815,0.00001623111,0.0004261998,0.8227367,0.0001010627,0.001723572,0.001915229,0.001331864,0.02095957],"study_design_scores_gemma":[0.000002491716,0.00004377613,0.09694076,0.0001023258,0.00000727676,0.00005235482,0.8955937,0.0000792877,0.0004546078,0.0001017328,0.006590204,0.00003144123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926012,0.0002986536,0.0001447578,0.001218218,0.00001484481,0.0000779888,0.0001381032,0.000006604715,0.005499782],"genre_scores_gemma":[0.9969614,0.0006752445,0.0002037235,0.0003156839,0.000005802888,0.00003247812,0.00006477138,0.000005427846,0.001735439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9991268,"threshold_uncertainty_score":0.6575598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03173092777072786,"score_gpt":0.305028180829876,"score_spread":0.2732972530591481,"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."}}