{"id":"W7001483534","doi":"","title":"Kincentricity: Rethinking Data Literacy","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Indigenous; Autonomy; Centrality; Sovereignty; Colonialism; Corporate governance; Traditional knowledge; Literacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04663747,0.0003416181,0.000397952,0.003756436,0.008626009,0.01340521,0.002444859,0.002181621,0.005498969],"category_scores_gemma":[0.1182623,0.0005073952,0.0004164071,0.002476357,0.03300508,0.02724932,0.02290624,0.00476028,0.0007479178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00838293,"about_ca_system_score_gemma":0.009182533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150401,"about_ca_topic_score_gemma":0.01217433,"domain_scores_codex":[0.9611182,0.02975293,0.001567643,0.002817931,0.003601458,0.001141888],"domain_scores_gemma":[0.8391071,0.1197745,0.006070904,0.0178829,0.01350394,0.003660711],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000409733,0.0000553076,0.01004139,0.0002473656,0.00002164018,0.0005559194,0.7724223,0.000105544,0.0006384777,0.1517092,0.004821023,0.05934085],"study_design_scores_gemma":[0.0000327448,0.0001053806,0.006807575,0.001626684,0.00007560294,0.001115807,0.3877618,0.001050652,0.002016312,0.2197111,0.3795911,0.0001052061],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5021173,0.005047434,0.1087475,0.1226076,0.00144301,0.0003346476,0.0003485002,0.0005244998,0.2588294],"genre_scores_gemma":[0.9778094,0.0008962093,0.01129079,0.004397367,0.0001411191,0.000104839,0.0001112643,0.000123868,0.005125052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9533625,"threshold_uncertainty_score":0.2466454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06915945015501664,"score_gpt":0.3665456898183608,"score_spread":0.2973862396633442,"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."}}