{"id":"W4409079956","doi":"10.1002/tl.20652","title":"Journey of Self‐Decolonization","year":2025,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Decolonial Thought and Epistemologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Decolonization; Pedagogy; Psychology; Sociology; Mathematics education; Political science; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001160429,0.00004151779,0.0000928325,0.0001057084,0.001968708,0.00005099869,0.00005176343,0.00006078048,0.00001004437],"category_scores_gemma":[0.002633519,0.0000422129,0.00003654687,0.0001664616,0.00004922749,0.00009409567,0.00001396682,0.0002285817,9.17072e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000408504,"about_ca_system_score_gemma":0.0001030609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212542,"about_ca_topic_score_gemma":0.0007774316,"domain_scores_codex":[0.9993265,0.0003038011,0.0001082282,0.00009299545,0.0000541068,0.0001143255],"domain_scores_gemma":[0.9993027,0.000529331,0.00005896731,0.00003706017,0.00004099383,0.00003097301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003761165,0.0001095391,0.06543373,0.00008047406,0.0001111502,3.891153e-7,0.09647575,0.0007501194,0.0002244219,0.1564683,0.02457109,0.6557375],"study_design_scores_gemma":[0.0001820109,0.00004167202,0.005696929,0.00003431407,0.00002885403,3.457655e-7,0.006869128,0.0003202928,0.00003073938,0.002226375,0.9845183,0.00005098288],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6117411,0.0008290265,0.0241092,0.005750154,0.001539225,0.0003619997,0.000001129293,0.0005829982,0.3550852],"genre_scores_gemma":[0.8991265,0.0001331795,0.007610839,0.00003616085,0.0001383532,0.000007630432,0.000001651109,0.000004325613,0.09294131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9599473,"threshold_uncertainty_score":0.9993306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007500155158198,"score_gpt":0.3450594467126303,"score_spread":0.3249844451610484,"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."}}