{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05149581,0.0009326001,0.001331461,0.005021181,0.003688631,0.008960923,0.004632156,0.002841564,0.2165909],"category_scores_gemma":[0.1353208,0.0006735483,0.001638156,0.004883206,0.003387537,0.007166126,0.009823421,0.003624498,0.07093727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008060943,"about_ca_system_score_gemma":0.0360577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00889708,"about_ca_topic_score_gemma":0.00895163,"domain_scores_codex":[0.9387695,0.03382083,0.006243797,0.004195331,0.01453721,0.002433251],"domain_scores_gemma":[0.9153101,0.01984879,0.003591358,0.01356637,0.04434747,0.003335976],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003728223,0.0001356398,0.001219147,0.008511248,0.00009388491,0.000218387,0.005668249,0.0003777555,0.0005411216,0.1128941,0.441653,0.4283146],"study_design_scores_gemma":[0.0000407254,0.00005131028,0.000715019,0.003692818,0.00002808725,0.0000903748,0.001184686,0.0001229455,0.0002073871,0.008981897,0.9848621,0.0000226189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003094935,0.00786077,0.03864174,0.02210283,0.008220147,0.009973393,0.01038015,0.002299799,0.8974262],"genre_scores_gemma":[0.1117631,0.02370806,0.1236905,0.0239631,0.00341766,0.04345326,0.02507707,0.004681942,0.6402454],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9485042,"threshold_uncertainty_score":0.7245687,"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."}}