{"id":"W2991009022","doi":"10.2307/j.ctvscxsrf.16","title":"Social work and the Challenge of Evidence-Based Practice","year":2019,"lang":"en","type":"book-chapter","venue":"Verlag Barbara Budrich eBooks","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Work (physics); Sociology; Psychology; Engineering ethics; Computer science; Political science; Engineering; Mechanical engineering","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":[0.003429945,0.000328696,0.0005955749,0.0001234994,0.001464732,0.0001778711,0.0005408954,0.000669749,0.001453949],"category_scores_gemma":[0.002539045,0.0002452694,0.0002678455,0.0001496586,0.001565791,0.0002609824,0.00009380006,0.0008665751,0.0002878357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001652364,"about_ca_system_score_gemma":0.001735566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002377054,"about_ca_topic_score_gemma":0.000107237,"domain_scores_codex":[0.9967389,0.0008940913,0.0004911679,0.0004555938,0.001066887,0.0003534004],"domain_scores_gemma":[0.9889754,0.008891781,0.001022369,0.0004269546,0.0005546326,0.0001288749],"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":[0.0004717847,0.0000215464,0.00001407221,0.00004650728,0.0001195044,0.000002889596,0.01700755,3.642876e-7,4.379717e-7,0.9571474,0.009939144,0.01522878],"study_design_scores_gemma":[0.0006428897,0.00004688521,0.00004419703,0.0001491255,0.0003871336,4.758392e-7,0.001740189,0.00000107037,0.00000135645,0.0186418,0.9780415,0.0003033947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002364328,0.002610453,0.00001318434,0.1237508,0.0008750712,0.0009382856,0.000004990681,0.00005803107,0.8717256],"genre_scores_gemma":[0.09661544,0.0008913233,0.0001245966,0.002695183,0.001286716,0.00004433303,0.000004700954,0.00006847861,0.8982692],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9681023,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1096088539675848,"score_gpt":0.3646289050920228,"score_spread":0.255020051124438,"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."}}