{"id":"W4251441103","doi":"10.24124/2014/bpgub967","title":"Knowledge to action: First nations engagement with research for community benefit.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Knowledge translation; Action (physics); Knowledge sharing; Context (archaeology); Action research; Traditional knowledge; Focus group; Knowledge management; Sociology; Public relations; Political science; Computer science; Pedagogy; Geography; Indigenous","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.09014462,0.001026777,0.001134876,0.003259224,0.01650672,0.02434382,0.002622965,0.01411872,0.01227516],"category_scores_gemma":[0.06831442,0.0009829702,0.001273405,0.002884118,0.03903206,0.01876235,0.03825542,0.01776719,0.003588288],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008179353,"about_ca_system_score_gemma":0.04409779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002805226,"about_ca_topic_score_gemma":0.005470312,"domain_scores_codex":[0.8862876,0.09597719,0.002231977,0.003317809,0.008391912,0.003793695],"domain_scores_gemma":[0.9028448,0.06347967,0.003896261,0.007501317,0.005202632,0.01707536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004674726,0.0002593558,0.001569771,0.001802998,0.00006699622,0.0008258487,0.5634782,0.0001376529,0.001048857,0.1685307,0.1205442,0.1416887],"study_design_scores_gemma":[0.00002673771,0.0001244249,0.002093398,0.004452719,0.00003788406,0.0008364003,0.2328886,0.0001727691,0.0005164872,0.09797784,0.6608113,0.00006158733],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02084133,0.03422344,0.03041177,0.6064235,0.007710687,0.001076659,0.0001990649,0.0006456984,0.2984678],"genre_scores_gemma":[0.5985056,0.03906809,0.1176568,0.1397434,0.002447203,0.005003067,0.0005994398,0.0007623984,0.09621391],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.997377,"threshold_uncertainty_score":0.476736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1715256950509564,"score_gpt":0.4837546102105088,"score_spread":0.3122289151595524,"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."}}