{"id":"W4388539050","doi":"10.1177/14733250231214202","title":"Enhancing critical social work practice: Using text-based vignettes in qualitative research","year":2023,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Social work; Reflexivity; Sociology; Praxis; Qualitative research; Vignette; Oppression; Grounded theory; Social psychology; Epistemology; Psychology; Social science; Politics; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.04176245,0.000309068,0.000563997,0.0006263043,0.01254478,0.0004939157,0.0004973593,0.0005556188,0.002052211],"category_scores_gemma":[0.07324008,0.0003747553,0.0002388299,0.02645055,0.00274745,0.0009261162,0.0001116763,0.001655732,0.001652783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365916,"about_ca_system_score_gemma":0.001784446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340181,"about_ca_topic_score_gemma":0.0005924568,"domain_scores_codex":[0.9526322,0.04198511,0.0008299942,0.0007096274,0.002230999,0.001612004],"domain_scores_gemma":[0.9249579,0.07279287,0.0003437503,0.0001629265,0.001488309,0.0002542787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002402952,0.0001968871,0.00008469907,0.00002244263,0.0000368842,0.00001652156,0.6902753,0.000003937926,0.00003744112,0.2843509,0.02355224,0.001182435],"study_design_scores_gemma":[0.0003891544,0.0000379161,0.001018368,0.00007850069,0.00003149892,1.076817e-7,0.8330507,0.000003768775,0.00002034444,0.05623557,0.1087385,0.0003955619],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1465059,0.0005052411,0.001607584,0.754113,0.002504507,0.001637617,0.0000500719,0.0006916409,0.09238445],"genre_scores_gemma":[0.9858955,0.00001314832,0.004657294,0.001780973,0.002326383,0.000229449,0.00003977844,0.00008123742,0.004976229],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8393896,"threshold_uncertainty_score":0.9999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3795332423310878,"score_gpt":0.6505126611364189,"score_spread":0.2709794188053312,"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."}}