{"id":"W4391967138","doi":"10.1007/978-3-031-54144-5_136","title":"Toward Reflexive Practice: Deconstructing Academic Integrity, EDI, and Awareness Training from an Indigenous Perspective","year":2024,"lang":"en","type":"book-chapter","venue":"Springer international handbooks of education","topic":"Critical Race Theory in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Reflexivity; Perspective (graphical); Indigenous; Training (meteorology); Academic integrity; Engineering ethics; Psychology; Public relations; Sociology; Political science; Engineering; Computer science; Geography; Anthropology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00110951,0.0002837573,0.0003223581,0.0004377736,0.0002860723,0.0002111134,0.0005169615,0.0005442997,0.0004829367],"category_scores_gemma":[0.001670339,0.000330431,0.0001021815,0.00005025745,0.000713279,0.0007621405,0.0001438806,0.001368367,0.00003373906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001281262,"about_ca_system_score_gemma":0.003381625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00506198,"about_ca_topic_score_gemma":0.001364769,"domain_scores_codex":[0.9977419,0.00007999277,0.000546766,0.0006529416,0.0007041455,0.0002742772],"domain_scores_gemma":[0.9968861,0.0008527626,0.0004812657,0.0002236546,0.001350748,0.0002055184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004031336,0.00004139157,0.0001084806,0.00002397719,0.000133664,0.000001700348,0.2136243,6.791667e-7,0.00007954113,0.754791,0.00003161962,0.03112335],"study_design_scores_gemma":[0.00008188676,0.00003921158,0.0001085105,0.001075259,0.0001825834,0.00001136846,0.2462646,0.000007466901,0.0001538898,0.7290202,0.02277081,0.0002842057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165513,0.004358187,0.0002177383,0.007946412,0.01191267,0.000683587,0.0001937885,0.0001463061,0.85799],"genre_scores_gemma":[0.9360381,0.001226986,0.002830578,0.000296999,0.006151453,0.0000567574,0.0001643977,0.00008739888,0.05314729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8194868,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09727086383221482,"score_gpt":0.4877010025348095,"score_spread":0.3904301387025946,"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."}}