{"id":"W7070686957","doi":"","title":"Professional distress in clinical social workers: an understanding through social representations","year":2020,"lang":"en","type":"dissertation","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distress; Burnout; Social representation; Identity (music); Social work; Social identity theory; Representation (politics); Relevance (law); French; Empirical research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01018858,0.0008166524,0.0005166843,0.004379269,0.02120956,0.01358504,0.002660509,0.002882639,0.001580348],"category_scores_gemma":[0.0108548,0.0004460021,0.0005034999,0.002917558,0.04048471,0.007444126,0.01118047,0.004074181,0.0001176905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03688566,"about_ca_system_score_gemma":0.02952445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5455682,"about_ca_topic_score_gemma":0.4817261,"domain_scores_codex":[0.9896242,0.005976401,0.000282248,0.0004650147,0.001496402,0.002155832],"domain_scores_gemma":[0.9932299,0.003512915,0.001000992,0.0002771638,0.0008954715,0.001083602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007904975,0.000006946951,0.002941784,0.00002297996,0.000002690194,0.0002358992,0.9887099,0.00002201127,0.000125031,0.005309992,0.0002396364,0.002375226],"study_design_scores_gemma":[0.000002000763,0.00001148224,0.004710927,0.00008278261,0.000004535669,0.0001557344,0.9860972,0.00007138499,0.00003250919,0.00149229,0.007326143,0.00001306797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9474677,0.00366655,0.002102974,0.01879358,0.0001651189,0.00006380449,0.00006086283,0.0000189134,0.02766052],"genre_scores_gemma":[0.9974874,0.000862101,0.0002352351,0.0005450374,0.00003063125,0.00001735503,0.00001837946,0.000006379137,0.0007974326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455682,"threshold_uncertainty_score":0.914216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2607350859077669,"score_gpt":0.506133532773075,"score_spread":0.2453984468653082,"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."}}