{"id":"W2753966975","doi":"10.15402/esj.v2i1.195","title":"Indigenous Communities and Community-Engaged Research: Opportunities and Challenges","year":2017,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Victoria","keywords":"Scholarship; Indigenous; Sociology; Engaged scholarship; Promotion (chess); Community engagement; Power (physics); Public relations; Political science; Environmental ethics; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.919507,0.0005409225,0.001083751,0.002034988,0.857862,0.007876658,0.00260886,0.000483385,0.00007966746],"category_scores_gemma":[0.6414324,0.0005973413,0.0001467538,0.0002176727,0.002608988,0.002862043,0.003728957,0.8135695,0.00002816709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236171,"about_ca_system_score_gemma":0.0001955126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01378685,"about_ca_topic_score_gemma":0.001783254,"domain_scores_codex":[0.2869371,0.7103591,0.0007895965,0.0002554297,0.0004358831,0.001222871],"domain_scores_gemma":[0.6919689,0.3047822,0.0005581659,0.001563402,0.0004119837,0.0007153543],"domain_codex":"methods","domain_gemma":null,"domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007595098,0.0003029013,0.01126131,0.000253887,0.0002472576,0.00004101642,0.9340094,0.000003420688,0.0001400987,0.001095671,0.0001822405,0.05238683],"study_design_scores_gemma":[0.001284467,0.0007747334,0.09757777,0.0004878615,0.00001334239,0.0002006329,0.8457115,0.00006853546,0.00001027913,0.007822918,0.04551019,0.0005377086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9501217,0.02404888,0.00003362267,0.00305283,0.0002019004,0.0003946774,0.00002347275,0.0001358847,0.02198704],"genre_scores_gemma":[0.9151954,0.08168012,0.0007484443,0.00009631185,0.0002172639,0.00002788387,0.00003260242,0.0001208869,0.00188111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.855253,"threshold_uncertainty_score":0.9996478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6850413730741164,"score_gpt":0.4238471398040486,"score_spread":0.2611942332700678,"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."}}