{"id":"W3016166364","doi":"","title":"Institutional Barriers to Community-Based Research: Learning from the Nunavut, Nanivara Project","year":2018,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Participatory action research; Indigenous; Action research; Political science; Citizen journalism; Public relations; Sociology; Public administration; Economic growth; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003326897,0.0001082564,0.0002041756,0.00004279205,0.08610544,0.00002685962,0.0003784192,0.0002564321,0.002190077],"category_scores_gemma":[0.01095197,0.00008140202,0.00006209485,0.0007337896,0.001547472,0.0000406795,0.0004866927,0.002807954,0.001588919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004955764,"about_ca_system_score_gemma":0.001470588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005888856,"about_ca_topic_score_gemma":0.01125853,"domain_scores_codex":[0.993919,0.004013586,0.0002562214,0.0001841023,0.0003181215,0.00130904],"domain_scores_gemma":[0.9925397,0.006342938,0.00002532374,0.000189392,0.00070798,0.0001946341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006148665,0.0001763181,0.05449224,0.0000727259,0.00007867671,0.00001867835,0.5033123,0.00000731897,0.00002780451,0.1608349,0.2792331,0.001131061],"study_design_scores_gemma":[0.0003693218,0.0003078127,0.0175122,0.0001092898,0.00001736347,1.59039e-7,0.1651855,0.00001264055,0.000003417716,0.005765941,0.8105636,0.0001527579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032461,0.00006649672,0.00103459,0.1116108,0.0023258,0.001549221,0.00006352789,0.0001712921,0.07993217],"genre_scores_gemma":[0.9817591,0.000001599675,0.0002798912,0.01421468,0.003001755,0.0002710011,0.00002396513,0.00001773989,0.0004302591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5313305,"threshold_uncertainty_score":0.9994926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3429867642338877,"score_gpt":0.5095986251416652,"score_spread":0.1666118609077775,"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."}}