{"id":"W2968561862","doi":"10.1080/02615479.2019.1653273","title":"Social workers as double agents: critical inquiry, social work education, and the youth question","year":2019,"lang":"en","type":"article","venue":"Social Work Education","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social work; Youth work; Youth studies; Sociology; Work (physics); Pedagogy; Public relations; Intervention (counseling); Positive Youth Development; Psychology; Political science; Gender studies","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002579411,0.0002971273,0.0003725406,0.0001381094,0.009429486,0.0008134496,0.0004440243,0.0005281515,0.002741016],"category_scores_gemma":[0.001176969,0.0002952268,0.0002201094,0.003405607,0.001556718,0.0007471101,0.000075937,0.000654889,0.001224014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006735626,"about_ca_system_score_gemma":0.003541847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001812623,"about_ca_topic_score_gemma":0.0001291663,"domain_scores_codex":[0.995665,0.001801098,0.000499114,0.0005449907,0.0008413102,0.0006485084],"domain_scores_gemma":[0.9977227,0.0007620503,0.0004073254,0.0002020492,0.0006874328,0.0002184039],"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":[0.0003838423,0.0003916851,0.010258,0.00001589828,0.00003786513,7.013422e-8,0.3395617,2.166878e-7,4.748982e-7,0.5061428,0.1189759,0.02423154],"study_design_scores_gemma":[0.0009476689,0.00001444556,0.05699069,0.00003586826,0.0002064739,6.405568e-7,0.4920153,2.291933e-7,0.000001286555,0.03363328,0.4157444,0.0004096926],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3416557,0.0007041566,0.00003234265,0.4535243,0.01440855,0.001558906,0.000003459942,0.000221074,0.1878915],"genre_scores_gemma":[0.9434022,0.00003528176,0.0001154937,0.003770134,0.009857831,0.0002785746,0.0000895944,0.00004774809,0.04240308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6017466,"threshold_uncertainty_score":0.99995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0512910709497525,"score_gpt":0.4233335065290309,"score_spread":0.3720424355792784,"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."}}