{"id":"W4389609169","doi":"10.1111/joms.13027","title":"Marginalized Communities and the Problem of Research Extraction","year":2023,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"South African History and Culture","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada; Leuphana Universität Lüneburg","keywords":"Precarity; Indigenous; Sociology; Reciprocity (cultural anthropology); Ethnography; Work (physics); Caste; Phenomenon; Consumption (sociology); Materiality (auditing); Public relations; Political science; Gender studies; Social science; Law; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.6487364,0.002195103,0.005187141,0.01969686,0.02389858,0.02972741,0.01434303,0.01309691,0.01000826],"category_scores_gemma":[0.7734705,0.004682363,0.003034956,0.02210338,0.1196417,0.04512411,0.04450823,0.01480848,0.002627592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02603967,"about_ca_system_score_gemma":0.05219554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174022,"about_ca_topic_score_gemma":0.007778589,"domain_scores_codex":[0.1740764,0.7268633,0.03018547,0.02213873,0.04143373,0.005302353],"domain_scores_gemma":[0.1060998,0.7779689,0.02468031,0.05930655,0.02676112,0.005183373],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003805857,0.0001040066,0.006163763,0.006284697,0.0003782089,0.001404707,0.2532521,0.0006356456,0.0002872527,0.5904634,0.03187962,0.1087661],"study_design_scores_gemma":[0.0003676358,0.0001067155,0.002796786,0.01578241,0.000150909,0.001627379,0.09885245,0.001568234,0.00042387,0.7172102,0.1608832,0.0002302104],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.044731,0.05687755,0.1489725,0.6408408,0.006317249,0.007495936,0.001238684,0.0004687134,0.09305749],"genre_scores_gemma":[0.6987028,0.01943071,0.1462174,0.08644231,0.00502976,0.02900386,0.0006154389,0.0006589812,0.01389873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9761014,"threshold_uncertainty_score":0.4331706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1882735096329062,"score_gpt":0.436732073058187,"score_spread":0.2484585634252808,"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."}}