{"id":"W4404017730","doi":"10.33137/tijih.v1i4.41128","title":"Indigenous evaluation","year":2024,"lang":"en","type":"article","venue":"Turtle Island Journal of Indigenous Health","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"First Nations University of Canada; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Indigenous; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02370613,0.0001452753,0.0004024793,0.0008117533,0.0003808779,0.0004495927,0.0004940833,0.00007537229,0.002170546],"category_scores_gemma":[0.0003621097,0.00009121076,0.0001758133,0.0008460498,0.00003452925,0.0005576263,0.00002614683,0.0004149559,0.0005541349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005014425,"about_ca_system_score_gemma":0.007969432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115014,"about_ca_topic_score_gemma":0.0006205786,"domain_scores_codex":[0.9936959,0.0005931685,0.001496304,0.0002342145,0.003585461,0.0003949738],"domain_scores_gemma":[0.9971702,0.0005263451,0.000696737,0.0003016124,0.001069625,0.0002355523],"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":[0.00004867341,0.0001185349,0.007150247,0.0000459106,0.0000723789,0.00003946731,0.07295808,0.001581137,0.00004598976,0.0002045484,0.01902106,0.8987139],"study_design_scores_gemma":[0.003349217,0.006066201,0.1089518,0.0007881472,0.0001836313,0.002907636,0.01130959,0.01970626,0.0005069579,0.06869341,0.7767305,0.0008066774],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589971,0.02136306,0.006271702,0.003291245,0.003458712,0.0006279441,0.00002912114,0.00003153833,0.005929544],"genre_scores_gemma":[0.9958127,0.001121013,0.0004921298,0.0007942445,0.0007063191,0.000004912844,0.000007921922,0.00001595309,0.001044861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8979073,"threshold_uncertainty_score":0.9987416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1548045802287633,"score_gpt":0.5225409671835659,"score_spread":0.3677363869548027,"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."}}