{"id":"W2004690155","doi":"10.1177/1468017304042420","title":"Making Organizations Work","year":2004,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sociology; Public relations; Social work; Realm; Participant observation; Oppression; Bureaucracy; Construct (python library); Focus group; Action (physics); Political science; Social science; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009286966,0.00006830505,0.0001492622,0.00007839555,0.002748175,0.0001617265,0.0002413189,0.0001248368,0.002465033],"category_scores_gemma":[0.001584975,0.00007096506,0.0000992312,0.004790734,0.0001508511,0.0003168365,0.00001573865,0.0003196557,0.0002278445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409153,"about_ca_system_score_gemma":0.0008335929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558554,"about_ca_topic_score_gemma":0.00002611137,"domain_scores_codex":[0.9987634,0.0002045872,0.0003000012,0.00006627112,0.0004520512,0.0002136487],"domain_scores_gemma":[0.9986008,0.0002220394,0.0004719053,0.00004741768,0.0005562596,0.0001015497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009750644,0.0003458847,0.01719804,0.000004599119,0.0001310196,0.00002362162,0.2506768,0.0001180405,0.00001326773,0.6153079,0.100661,0.01542236],"study_design_scores_gemma":[0.000313068,0.00001387114,0.02718366,0.00003409107,0.00005220005,0.000002541785,0.03115962,8.113916e-9,0.000006510694,0.01690235,0.9242117,0.0001204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.117157,0.0007656532,0.00437327,0.6094153,0.008756448,0.0002851065,0.000001504467,0.0001214509,0.2591243],"genre_scores_gemma":[0.9894339,0.00003399767,0.002281067,0.001011678,0.003239985,0.000001006922,5.035207e-7,0.00001431343,0.003983496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.872277,"threshold_uncertainty_score":0.9985501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04684752381880147,"score_gpt":0.3901573194319599,"score_spread":0.3433097956131584,"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."}}