{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001025026,0.00005989576,0.0001710115,0.0001412127,0.0007658371,0.000002288941,0.0005931121,0.000225922,0.0009166164],"category_scores_gemma":[0.0001501626,0.00008546708,0.00009628836,0.0002965369,0.0004758502,0.0002479632,0.0002237256,0.002233486,0.000005773632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002700046,"about_ca_system_score_gemma":0.0004422543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02632754,"about_ca_topic_score_gemma":0.0003663001,"domain_scores_codex":[0.9986939,0.0003603905,0.0001151325,0.0001608357,0.000467968,0.000201817],"domain_scores_gemma":[0.9994029,0.0001823647,0.0001356587,0.0001027936,0.0001026057,0.00007370872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001501395,0.000111194,0.01656231,0.00002846648,0.00006366437,0.00002587435,0.8965015,0.00002911522,0.0005685703,0.06428756,0.001309198,0.02036236],"study_design_scores_gemma":[0.000370285,0.0001132913,0.01939417,0.00002893969,0.00004464569,0.000003728363,0.8910796,0.00005090588,0.0003361906,0.003659999,0.08471964,0.0001986173],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9534965,0.0005422701,0.000919584,0.0006154576,0.0001816511,0.0001594737,0.00002628295,0.0000446074,0.04401419],"genre_scores_gemma":[0.9973191,0.0008141285,0.0003435887,0.00003480118,0.00004612893,4.008614e-7,0.000004484175,0.000003983732,0.0014334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08341044,"threshold_uncertainty_score":0.9999967,"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."}}