{"id":"W3166590738","doi":"10.15402/esj.v7i1.70054","title":"Four Generations For Generations: A Pow Wow Story to Transform Academic Evaluation Criteria","year":2021,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Indigenous; Scholarship; Sociology; Value (mathematics); Kinship; Creativity; Dance; Service (business); Traditional knowledge; The arts; Media studies; Public relations; Gender studies; Law; Political science; Visual arts; Anthropology; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.03153865,0.0008419123,0.0007372402,0.002001074,0.03964501,0.01845464,0.003296501,0.006358758,0.0104194],"category_scores_gemma":[0.05755442,0.0006290259,0.0007764731,0.001889074,0.03038737,0.01767158,0.02409999,0.02017896,0.002074574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01813477,"about_ca_system_score_gemma":0.01151091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691309,"about_ca_topic_score_gemma":0.03195951,"domain_scores_codex":[0.9567165,0.0346411,0.0007928095,0.001058456,0.00354741,0.003243789],"domain_scores_gemma":[0.9705731,0.01354534,0.001201636,0.00195392,0.005548812,0.007177208],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004609643,0.0001370704,0.001185204,0.00009526539,0.00001020869,0.002045174,0.7257481,0.0000877595,0.0002170675,0.1441082,0.09663297,0.02968698],"study_design_scores_gemma":[0.00001036965,0.00006664079,0.0005392742,0.000284058,0.000006924666,0.0005281545,0.551906,0.000212654,0.000254164,0.02398561,0.4221682,0.00003782498],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09965078,0.004359521,0.01521494,0.6433991,0.00771445,0.0006350491,0.0001680494,0.0002027049,0.2286554],"genre_scores_gemma":[0.8127495,0.003025625,0.01359625,0.05783598,0.001569195,0.00155315,0.0001530465,0.000610024,0.1089073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9684613,"threshold_uncertainty_score":0.1667943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2745065499603414,"score_gpt":0.4896076268203716,"score_spread":0.2151010768600302,"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."}}