{"id":"W3010143613","doi":"10.3138/cjpe.68914","title":"EvalIndigenous Origin Story: Effective Practices within Local Contexts to Inform the Field and Practice of Evaluation","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Program Evaluation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Politics; Sovereignty; Field (mathematics); Traditional knowledge; Work (physics); Political science; Sociology; Environmental ethics; Law; Ecology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02999107,0.0005598724,0.0005519328,0.002698928,0.01649838,0.01773155,0.002199844,0.005628301,0.007761613],"category_scores_gemma":[0.02999724,0.0003482538,0.0003705136,0.002424294,0.04176253,0.01675327,0.01320991,0.01172782,0.0005655303],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02101099,"about_ca_system_score_gemma":0.01543453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02190842,"about_ca_topic_score_gemma":0.05215341,"domain_scores_codex":[0.9723139,0.02178145,0.0004792747,0.001186769,0.002750846,0.001487719],"domain_scores_gemma":[0.9590135,0.03262713,0.0008145956,0.001892538,0.003401319,0.002250987],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006040544,0.00009762374,0.002011209,0.0004608475,0.000009863362,0.0007244711,0.2379995,0.0001898831,0.0002884595,0.6003434,0.1070044,0.05080993],"study_design_scores_gemma":[0.00001487815,0.00005252887,0.001716564,0.002037069,0.000009548216,0.0004553777,0.2063639,0.0003540885,0.0006596483,0.06825422,0.7200431,0.00003914671],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04159581,0.02011312,0.008943391,0.7299131,0.00269509,0.0001957744,0.000138328,0.0001139207,0.1962916],"genre_scores_gemma":[0.8891401,0.00851557,0.01232348,0.05780942,0.0006058583,0.0003889057,0.00007587033,0.0002049746,0.03093587],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.978989,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3273447291273139,"score_gpt":0.5695930311312456,"score_spread":0.2422483020039317,"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."}}