{"id":"W4413615545","doi":"10.37119/ojs2025.v30i2.829","title":"Morality and the Academic Journey: Perspectives of Indigenous Scholars","year":2025,"lang":"en","type":"article","venue":"in education","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Morality; Indigenous; Sociology; Environmental ethics; Political science; Epistemology; Philosophy; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001777949,0.00004498989,0.00009499249,0.0001423808,0.001549739,0.00002676777,0.0001512891,0.00009652461,0.00001385559],"category_scores_gemma":[0.0000602814,0.00003216317,0.00001888391,0.0003972946,0.0004320347,0.0001792224,0.000001166054,0.0002330382,0.000002297593],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656862,"about_ca_system_score_gemma":0.01721659,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1539975,"about_ca_topic_score_gemma":0.218026,"domain_scores_codex":[0.9989941,0.0004211893,0.0001917905,0.0001134066,0.0001257154,0.0001537719],"domain_scores_gemma":[0.9994363,0.0001718521,0.00009906888,0.0001068048,0.0001519649,0.00003402363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008020899,0.00006775536,0.0139423,0.00001214853,0.000002875613,1.152476e-8,0.6012239,4.15275e-7,0.000001113905,0.3829761,0.00003349963,0.001731795],"study_design_scores_gemma":[0.0003256718,0.000009970949,0.230356,0.00008730056,0.00001640844,6.327635e-7,0.5170535,0.000001841282,0.00006600441,0.09686642,0.1551397,0.00007656878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944117,0.00548752,0.000004941116,0.005258015,0.0006917855,0.0004759225,7.692136e-7,0.000008495859,0.04395555],"genre_scores_gemma":[0.9798645,0.01713062,0.00007352294,0.00007669224,0.0001712061,0.000007321487,0.000001317206,0.000002272705,0.002672514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2861097,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676454804380304,"score_gpt":0.3739414938512947,"score_spread":0.3571769458074916,"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."}}