{"id":"W4301134732","doi":"10.51952/9781847429421.ch013","title":"Ethics in community research: reflections from ethnographic research with First Nations people in the US","year":2012,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Research ethics; Sociology; Anthropology; Media studies; Gender studies; Political science; Engineering ethics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01985187,0.0002198749,0.0002857983,0.002205939,0.03144769,0.0002208117,0.001357289,0.001022689,0.0000422222],"category_scores_gemma":[0.00042315,0.0001628091,0.00006932615,0.0004942016,0.002370239,0.0001319909,0.00002745151,0.01111726,0.00003076337],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000837421,"about_ca_system_score_gemma":0.02334925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865547,"about_ca_topic_score_gemma":0.9998791,"domain_scores_codex":[0.9870934,0.009134947,0.0004209837,0.0003163205,0.001830443,0.001203871],"domain_scores_gemma":[0.9821804,0.01557683,0.0001404892,0.0009968391,0.0008852716,0.0002201363],"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":[0.000009520238,0.0000709801,0.00008514456,0.00004914208,0.000009548505,8.282764e-7,0.5020398,0.000001141699,6.048768e-8,0.4976155,0.00009343764,0.00002481663],"study_design_scores_gemma":[0.0001347179,0.00006248558,0.001192107,0.0003635755,0.000009906232,0.00000114752,0.01307316,4.454394e-7,0.000002326416,0.1092971,0.8756889,0.0001741825],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007359455,0.0006312316,0.000001527077,0.002313104,0.0001597658,0.001799172,0.00008639684,0.00004338539,0.987606],"genre_scores_gemma":[0.4069715,0.02678096,0.0001053053,0.0001906745,0.002778539,0.0002863753,0.00010219,0.00009413942,0.5626903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8755954,"threshold_uncertainty_score":0.9911641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5145176536414579,"score_gpt":0.5225564035775971,"score_spread":0.008038749936139289,"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."}}