{"id":"W4235855026","doi":"10.24124/2016/1231","title":"Individuality in approaches to emotionally demanding work and coping among experienced British Columbia social workers","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Psychology; Thematic analysis; Thriving; Social psychology; Personality; Emotional labor; Coping (psychology); Psychological resilience; Qualitative research; Psychosocial; Sociology; Clinical psychology; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008147473,0.0002380271,0.0002477856,0.0008539989,0.004166822,0.001878869,0.0007602109,0.0006000092,0.002231352],"category_scores_gemma":[0.002040674,0.0003901846,0.0002006331,0.000645045,0.001567285,0.0004519084,0.002000755,0.00109482,0.0002264113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425436,"about_ca_system_score_gemma":0.003734858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5324775,"about_ca_topic_score_gemma":0.8277025,"domain_scores_codex":[0.9993223,0.000129921,0.00003425405,0.00006229062,0.0001514472,0.0002997728],"domain_scores_gemma":[0.9988475,0.0001797604,0.0001860128,0.00003743702,0.0002508404,0.000498366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001656766,0.0003714454,0.812512,0.00003782641,0.00004927607,0.0005672937,0.1716304,0.0001196762,0.002034491,0.0001635584,0.0005618959,0.01178656],"study_design_scores_gemma":[0.000003137584,0.00003120336,0.8780416,0.00002147864,0.00000573269,0.00007011253,0.1211655,0.00004484674,0.00004518723,0.00004045789,0.0005202125,0.0000104437],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992437,0.00003414986,0.000007479647,0.00004370054,0.000002597764,0.000004261656,0.00001255739,4.121588e-7,0.0006510855],"genre_scores_gemma":[0.9982856,0.00007076831,0.00003224424,0.00004563371,0.000001687786,0.000008948021,0.00002670449,0.000001558127,0.001526914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675225,"threshold_uncertainty_score":0.9405517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090504283105793,"score_gpt":0.3557407527277933,"score_spread":0.246690324417214,"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."}}