{"id":"W6884668063","doi":"10.11575/prism/42920","title":"Equity, Diversity, Inclusion, Accessibility, Decolonization and Indigenization in Academic and Research Integrity: Policy, Procedure, and Praxis","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Praxis; Indigenization; Misconduct; Cheating; Equity (law); Decolonization; Higher education; Discipline","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":["metaresearch"],"category_scores_codex":[0.1909513,0.001696603,0.002922031,0.004344219,0.03949773,0.06195198,0.008240859,0.03101565,0.007706579],"category_scores_gemma":[0.1438301,0.001759771,0.002102296,0.00632796,0.2187351,0.05329533,0.03788354,0.06295128,0.00239295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03487942,"about_ca_system_score_gemma":0.07046762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02995558,"about_ca_topic_score_gemma":0.02089243,"domain_scores_codex":[0.8183925,0.127714,0.009185252,0.01008238,0.02441617,0.01020978],"domain_scores_gemma":[0.8033249,0.1521121,0.006578966,0.0138318,0.01851442,0.005637744],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001053851,0.00002235322,0.0001886871,0.0001639043,0.000005525723,0.00007432395,0.03633396,0.00007420419,0.0001327753,0.939603,0.01366319,0.009727444],"study_design_scores_gemma":[0.00001944315,0.0000894593,0.0005822336,0.002755133,0.00002625555,0.0003030534,0.09623604,0.000419778,0.0007545621,0.5111911,0.3874565,0.0001664048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004650038,0.01543302,0.03006371,0.8803793,0.007313859,0.0004907348,0.00006114117,0.0001711828,0.06143698],"genre_scores_gemma":[0.4517062,0.04322153,0.06494918,0.3319858,0.01390089,0.006970009,0.0001474108,0.001091279,0.08602776],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9689844,"threshold_uncertainty_score":0.997701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1575275233229181,"score_gpt":0.4919991421891786,"score_spread":0.3344716188662604,"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."}}