{"id":"W3001484793","doi":"10.22329/csw.v12i1.5842","title":"Transforming Settlement Work","year":2019,"lang":"en","type":"article","venue":"Critical Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Oppression; Settlement (finance); Racism; Work (physics); Sociology; Gender studies; Colonialism; Political science; Law; Engineering; Politics; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009050093,0.0001089463,0.000172756,0.00003080325,0.0027077,0.0001876276,0.0002194718,0.0001938171,0.02391525],"category_scores_gemma":[0.0008273518,0.0001216665,0.0001327871,0.001792583,0.0003289211,0.0002473713,0.00002045481,0.0003066428,0.003976309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001861556,"about_ca_system_score_gemma":0.0001860365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000420292,"about_ca_topic_score_gemma":0.00001905016,"domain_scores_codex":[0.998166,0.0003492924,0.0002081409,0.0002249083,0.0004973782,0.0005542894],"domain_scores_gemma":[0.9983977,0.001148337,0.00003496196,0.00009684866,0.0001143879,0.0002077704],"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":[0.00003969105,0.0001044876,0.00666841,0.00001007645,0.00001651527,0.000002266828,0.02416867,2.632927e-7,0.000004670079,0.900166,0.03478583,0.03403306],"study_design_scores_gemma":[0.0001425262,0.00001005646,0.003568543,0.00001342126,0.00002437853,1.044732e-7,0.01670331,8.945844e-8,0.00000783909,0.009596995,0.9697555,0.0001772751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04206328,0.0002046744,0.0004243538,0.3648338,0.003963843,0.0005119233,0.000006015272,0.0002129035,0.5877792],"genre_scores_gemma":[0.9769511,0.00001059828,0.0003673006,0.002440553,0.001420225,0.00003127865,0.000006214997,0.00001741575,0.01875535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9349696,"threshold_uncertainty_score":0.9985906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994378633246133,"score_gpt":0.3914759274101802,"score_spread":0.3515321410777189,"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."}}