{"id":"W2794895480","doi":"10.1177/1468017318766423","title":"Exploring self-reflection in dual relationship decision-making","year":2018,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Viewpoints; Safeguarding; Psychology; Dual (grammatical number); Reflection (computer programming); Qualitative research; Professional boundaries; Ethical decision; Social psychology; Sociology; Public relations; Medicine; Nursing; Political science; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002606615,0.00006613577,0.000143306,0.0002109276,0.002271437,0.0001217526,0.0001112004,0.0001122156,0.0007290994],"category_scores_gemma":[0.003310718,0.00007071485,0.00009159298,0.003056502,0.0001127962,0.0009157024,0.00001522718,0.0004114445,0.0001386219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459897,"about_ca_system_score_gemma":0.0003699952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002428397,"about_ca_topic_score_gemma":0.0002430292,"domain_scores_codex":[0.9983471,0.0004572613,0.0004002326,0.00008562084,0.000493945,0.0002158641],"domain_scores_gemma":[0.9975165,0.001576811,0.0004377907,0.00004527466,0.0003495979,0.00007407626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005411315,0.0003845263,0.1803323,0.000005967097,0.00007971784,0.00003162054,0.535513,0.00001393928,0.00001214864,0.1393692,0.02832601,0.1153904],"study_design_scores_gemma":[0.0003367555,0.00005470288,0.4482636,0.00009307685,0.00003625445,0.000005803067,0.05026443,8.700156e-7,0.000004817866,0.02746214,0.473327,0.0001504637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9091647,0.00008498102,0.0004032375,0.01898206,0.005372128,0.0001010022,1.868559e-7,0.00003979946,0.06585186],"genre_scores_gemma":[0.9909983,0.00003690468,0.003031736,0.000174703,0.005315754,0.000003436559,1.091122e-7,0.000009660973,0.0004294357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852486,"threshold_uncertainty_score":0.9990275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1751207040725359,"score_gpt":0.4347259210405,"score_spread":0.2596052169679641,"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."}}