{"id":"W4280502523","doi":"10.1080/17508487.2022.2074489","title":"Theorizing and implementing meaningful Indigenization: Wikipedia as an opportunity for course-based digital advocacy","year":2022,"lang":"en","type":"article","venue":"Critical Studies in Education","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Indigenization; Sociology; Public relations; Digital scholarship; Media studies; World Wide Web; Pedagogy; Political science; Computer science; Anthropology","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":[0.001253903,0.00008274392,0.0001083937,0.00008149834,0.002069585,0.0001730826,0.0001195123,0.00003005464,0.0001545999],"category_scores_gemma":[0.00477067,0.00009787759,0.00001898408,0.0004216662,0.0003060381,0.0004492719,0.00005481797,0.00009941185,0.000001305393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536856,"about_ca_system_score_gemma":0.002448387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001089469,"about_ca_topic_score_gemma":0.0002024749,"domain_scores_codex":[0.998759,0.0002308381,0.0002341216,0.0002335007,0.0002749996,0.0002675096],"domain_scores_gemma":[0.9986326,0.0006196733,0.00006683524,0.0001022958,0.0004506808,0.0001279866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003499268,0.001064321,0.04053823,0.00006417458,0.00001789108,6.461599e-7,0.2235499,0.00001825395,0.00001060156,0.6575168,0.003734959,0.07344923],"study_design_scores_gemma":[0.0001980713,0.0001118555,0.001851393,0.00001455706,0.00001897762,7.532266e-7,0.828065,0.00007379641,0.00001421066,0.07988693,0.0896167,0.0001478056],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650304,0.0009008977,0.0004132539,0.01529166,0.003095624,0.00077472,0.00001882788,0.00007524038,0.01439943],"genre_scores_gemma":[0.9969481,0.00004197851,0.0005970279,0.0009914939,0.0005737951,0.0005143433,0.00009616605,0.00001043291,0.0002266885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6045151,"threshold_uncertainty_score":0.9992296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07445067325416783,"score_gpt":0.4756760224678807,"score_spread":0.4012253492137128,"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."}}