{"id":"W4309450791","doi":"10.1093/acrefore/9780199975839.013.1624","title":"Bogo, Marion","year":2022,"lang":"en","type":"reference-entry","venue":"Encyclopedia of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Work (physics); Competence (human resources); Social work; Sociology; Political science; Psychology; Engineering; Law; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001273378,0.0002922096,0.0005995642,0.0001769021,0.004465234,0.00008526336,0.0007686351,0.0007615292,0.1033137],"category_scores_gemma":[0.00123041,0.0003547368,0.0003615194,0.003208746,0.000409082,0.0001826128,0.0001858547,0.001370202,0.0004861644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006200082,"about_ca_system_score_gemma":0.002520974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038753,"about_ca_topic_score_gemma":0.0002977577,"domain_scores_codex":[0.9958017,0.001256394,0.0005499578,0.0004247412,0.00139981,0.0005673696],"domain_scores_gemma":[0.9974221,0.001097453,0.0008673067,0.0002365467,0.0001958872,0.0001807345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002969516,0.0001140996,0.0006441552,0.00003637258,0.0000580827,0.000002769636,0.02685067,9.556544e-8,5.963048e-9,0.03335885,0.8383375,0.1005677],"study_design_scores_gemma":[0.0001339691,0.00001765576,0.002105826,0.00003047368,0.0001252363,1.426298e-7,0.01694141,1.233921e-8,6.697479e-8,0.003048461,0.9772517,0.0003450264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001659799,0.003449507,0.000004359935,0.01845411,0.01295561,0.0004524348,0.00008239162,0.0001177641,0.9643179],"genre_scores_gemma":[0.001029503,0.06767013,0.0001744147,0.0003581175,0.007411266,0.0001279788,0.0003673403,0.00006233928,0.9227989],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1389143,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721023091599194,"score_gpt":0.3341423868529816,"score_spread":0.3069321559369896,"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."}}