{"id":"W4412190213","doi":"10.1007/978-3-031-91421-8_3","title":"International Social Work, Community Science, and Disaster Justice","year":2025,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in Advancing Social Work and Social Work Education.","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Social justice; Sociology; Political science; Work (physics); Engineering ethics; Criminology; Environmental ethics; Engineering; Philosophy; Mechanical 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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.004295995,0.0006286576,0.0008226295,0.0006914158,0.02402154,0.001055819,0.001023671,0.0009892137,0.001274468],"category_scores_gemma":[0.002026738,0.0008180593,0.0002179103,0.003436049,0.003587385,0.0007654025,0.0005747883,0.002636119,0.00006660037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267215,"about_ca_system_score_gemma":0.00386821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002672417,"about_ca_topic_score_gemma":0.00045167,"domain_scores_codex":[0.9951729,0.0006556271,0.0008752494,0.0008738123,0.0014106,0.001011777],"domain_scores_gemma":[0.9961241,0.001439259,0.0007687562,0.0002874419,0.00108335,0.0002970306],"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":[0.0001107019,0.0002031888,0.001773428,0.00009574938,0.00008605357,0.000001818271,0.1072147,3.42213e-7,8.21624e-7,0.6882564,0.05944954,0.1428073],"study_design_scores_gemma":[0.0003508713,0.000009029843,0.01246297,0.0002096146,0.0002193386,4.50297e-7,0.03872888,1.527506e-7,3.904082e-7,0.02440253,0.922888,0.0007277413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004450914,0.0008389091,0.00002964573,0.1275318,0.008422961,0.0008227953,0.0000211546,0.0001737251,0.8577081],"genre_scores_gemma":[0.2584414,0.0005639797,0.001042263,0.004509871,0.007819233,0.0001615114,0.00009304791,0.0001319757,0.7272367],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8634385,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753137285517737,"score_gpt":0.3469184282644623,"score_spread":0.319387055409285,"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."}}