{"id":"W3108746778","doi":"10.1177/1476750320974429","title":"Reflections on ‘doing’ participatory data analysis with women experiencing long-term homelessness","year":2020,"lang":"en","type":"article","venue":"Action Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Women's College Hospital","keywords":"Participatory action research; General partnership; Scholarship; Photovoice; Citizen journalism; Narrative inquiry; Sociology; Public relations; The arts; Population; Narrative; Engaged scholarship; Gender studies; Political science; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.1138514,0.001950884,0.001402183,0.002445389,0.03622773,0.01652448,0.004697287,0.007377926,0.005060932],"category_scores_gemma":[0.1192464,0.001941188,0.001432758,0.003032077,0.05891607,0.0106722,0.02144899,0.01328278,0.000973086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01269979,"about_ca_system_score_gemma":0.01985134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.022594,"about_ca_topic_score_gemma":0.03621357,"domain_scores_codex":[0.8211873,0.1596557,0.002082099,0.003686785,0.005413373,0.007974746],"domain_scores_gemma":[0.8488281,0.127872,0.004310593,0.004230925,0.00724375,0.00751455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000242308,0.00002602502,0.0004516209,0.00009071107,0.000005736786,0.0007009425,0.9904026,0.00004051198,0.0003950322,0.002789254,0.001069074,0.004004269],"study_design_scores_gemma":[0.00001435551,0.00005707277,0.000316901,0.0002602407,0.000009110088,0.0004206882,0.9566748,0.00008039223,0.0003731622,0.003057946,0.03870774,0.0000275547],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6515598,0.005505883,0.06529371,0.1978689,0.002962563,0.002855419,0.0004964222,0.0004676654,0.07298974],"genre_scores_gemma":[0.9419867,0.002962351,0.01987965,0.017882,0.0005462727,0.002451281,0.0001110183,0.0003550713,0.01382553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138514,"threshold_uncertainty_score":0.6021107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6692615263766489,"score_gpt":0.6385875509660843,"score_spread":0.0306739754105646,"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."}}