{"id":"W6884638606","doi":"10.11575/cpai.v6i1.76517","title":"Broken Circle: Exploring Indigenous Perspectives of Academic Integrity","year":2022,"lang":"en","type":"article","venue":"University of Calgary","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Stewardship (theology); Institution; Academic integrity; Reciprocal; Indigenous culture; Structural integrity","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":[0.008986401,0.0006559954,0.0008611468,0.002402991,0.05571228,0.01276031,0.002806665,0.003917435,0.004653228],"category_scores_gemma":[0.007903784,0.0004842613,0.0006130809,0.002042701,0.03847924,0.009710136,0.01672175,0.01024555,0.0004866952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02630962,"about_ca_system_score_gemma":0.02327628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2316508,"about_ca_topic_score_gemma":0.359287,"domain_scores_codex":[0.9897563,0.00612603,0.0001485454,0.0004041682,0.001415614,0.002149408],"domain_scores_gemma":[0.9937271,0.003301497,0.0005000707,0.0002876503,0.0008112462,0.001372451],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003645865,0.000007093779,0.0002213572,0.00001890801,0.00000131018,0.0001289431,0.9923414,0.00001304503,0.000109347,0.005573079,0.0004399053,0.00114196],"study_design_scores_gemma":[0.000001070704,0.00001210243,0.0003843358,0.00007399281,0.000002838212,0.0001200307,0.9782154,0.00003584024,0.00008984203,0.001273168,0.01978281,0.000008534859],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074012,0.006514331,0.005153729,0.03924221,0.0007867527,0.0002024664,0.00006104058,0.00006240361,0.1405758],"genre_scores_gemma":[0.979653,0.002951674,0.000991167,0.002102002,0.00008292856,0.00005380458,0.00001495125,0.00003341369,0.01411707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9960825,"threshold_uncertainty_score":0.4606048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519413544425242,"score_gpt":0.2565311930082418,"score_spread":0.2213370575639894,"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."}}