{"id":"W2148709999","doi":"10.1071/nb09007","title":"The Indigenous Resiliency Project: a worked example of community-based participatory research","year":2009,"lang":"en","type":"article","venue":"New South Wales Public Health Bulletin","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Institutes of Health Research; Medical Research Council; Australian Government","keywords":"Indigenous; Community-based participatory research; Participatory action research; Psychological resilience; Sociology; Work (physics); Citizen journalism; Community engagement; Public relations; Psychology; Political science; Engineering; Social psychology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09458683,0.0002129392,0.0004599381,0.0004681033,0.006675277,0.0003272375,0.001869552,0.0002280828,0.0001890984],"category_scores_gemma":[0.01907598,0.0001720407,0.0001262188,0.002366606,0.00204551,0.0001004984,0.0001705166,0.001867429,0.00015438],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006908122,"about_ca_system_score_gemma":0.02047831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05856659,"about_ca_topic_score_gemma":0.005301314,"domain_scores_codex":[0.9476026,0.04456569,0.001066383,0.0004191476,0.002930952,0.003415251],"domain_scores_gemma":[0.9891907,0.006922739,0.0003733443,0.001261572,0.0007878355,0.001463791],"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":[0.0002450288,0.0009973696,0.004641199,0.0001374592,0.00002796491,0.000006114045,0.6466419,0.000009928729,0.00005300021,0.02729139,0.08052153,0.2394271],"study_design_scores_gemma":[0.0005306783,0.0008193046,0.008960669,0.00006178449,0.000002773523,2.496221e-7,0.04094566,0.00001277323,0.00004453177,0.001797425,0.9466679,0.0001562375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976805,0.002169236,0.00131591,0.1781549,0.000273486,0.004050607,0.00003449591,0.0003705744,0.01595034],"genre_scores_gemma":[0.9925639,0.0001169124,0.001817862,0.002794729,0.0002851278,0.0001857951,0.00001040096,0.00003137677,0.002193867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8661464,"threshold_uncertainty_score":0.9946179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8686966412692206,"score_gpt":0.6521927130217685,"score_spread":0.2165039282474521,"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."}}