{"id":"W4283770515","doi":"10.1332/204986021x16530491997004","title":"‘We want our own data!’: building Black community accountability in the collection of health data using a Black emancipatory action research approach","year":2022,"lang":"en","type":"article","venue":"Critical and Radical Social Work","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Wildlife Federation; McGill University","funders":"","keywords":"Accountability; Redress; Participatory action research; Public relations; Sociology; Citizen journalism; Action research; Action (physics); Political science; Community-based participatory research; Racism; Gender studies; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch","sts"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3967935,0.001157374,0.001239263,0.004795661,0.0647832,0.02476398,0.005863868,0.007241914,0.002947066],"category_scores_gemma":[0.2151755,0.001382383,0.0009558603,0.005185847,0.09167773,0.01623573,0.03046789,0.01690302,0.0008332717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04992784,"about_ca_system_score_gemma":0.2530997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391248,"about_ca_topic_score_gemma":0.5544154,"domain_scores_codex":[0.5720775,0.3892991,0.003190322,0.007551451,0.0180802,0.009801461],"domain_scores_gemma":[0.6407004,0.2714482,0.0131622,0.02309224,0.03552603,0.01607086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007918931,0.0001515736,0.004668491,0.0005022323,0.00007468748,0.000410681,0.8319923,0.0003855152,0.0007275557,0.08839563,0.01596759,0.05664463],"study_design_scores_gemma":[0.00008710913,0.0001165249,0.005279111,0.002386062,0.00007893954,0.0002484779,0.5623513,0.00115887,0.001988462,0.1436089,0.2825024,0.0001938415],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1302179,0.003742016,0.1731057,0.5758873,0.00187516,0.004827626,0.0003812756,0.000451718,0.1095112],"genre_scores_gemma":[0.7483088,0.001943917,0.1669965,0.06306867,0.000348669,0.004235289,0.0002020902,0.0003075653,0.01458843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3967935,"threshold_uncertainty_score":0.7779414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9280668617788991,"score_gpt":0.74529771240033,"score_spread":0.182769149378569,"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."}}