{"id":"W4377233550","doi":"10.1177/14733250231178259","title":"The value of sourcing social work journals for critical discourse analysis","year":2023,"lang":"en","type":"article","venue":"Qualitative Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University; Trent University","funders":"","keywords":"Sociology; Value (mathematics); Extant taxon; Critical discourse analysis; Epistemology; Work (physics); Point (geometry); Critical theory; Social science; Political science; Politics; Computer science; Ideology; Law; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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","sts"],"consensus_categories":[],"category_scores_codex":[0.01094609,0.0001545619,0.0004343575,0.0001711268,0.01520622,0.0002902462,0.0004028619,0.0002066108,0.0005738618],"category_scores_gemma":[0.01064195,0.0001361866,0.0006744572,0.01389899,0.001625023,0.0002196897,0.00004613867,0.0003319417,0.0001101127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619519,"about_ca_system_score_gemma":0.0003475292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001217572,"about_ca_topic_score_gemma":0.0001138191,"domain_scores_codex":[0.9934121,0.00424965,0.0005625996,0.0002557772,0.0008567957,0.0006630326],"domain_scores_gemma":[0.9766561,0.02204096,0.0004471229,0.000108955,0.0006115758,0.0001353322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008166145,0.00004463287,0.0007144506,0.000005394083,0.0003885763,3.043776e-7,0.4699481,0.000006116947,0.000002166671,0.4885757,0.03603959,0.004193283],"study_design_scores_gemma":[0.0001718952,0.00001542196,0.0161543,0.00001190628,0.000512688,1.554597e-8,0.7828136,0.000003407272,0.000003653147,0.1142327,0.08589525,0.0001852205],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0899782,0.000636792,0.01056638,0.8740797,0.002769426,0.0008688975,0.00009362063,0.0002319376,0.02077504],"genre_scores_gemma":[0.9853912,0.0000316763,0.0006099947,0.00033849,0.002113958,0.0001184628,0.0000168278,0.00002621346,0.01135321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.895413,"threshold_uncertainty_score":0.9976918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710784260649871,"score_gpt":0.5693030497490004,"score_spread":0.3982246236840132,"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."}}