{"id":"W2345702919","doi":"","title":"The Effects of Vicarious Trauma on Life Satisfaction in Visual Language Interpreters","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Subtitles and Audiovisual Media","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Interpreter; Linguistics; Cognitive psychology; Social psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001540433,0.0001773911,0.0002104587,0.0002452328,0.0001527989,0.0001100352,0.0002801947,0.00007403702,0.00005898517],"category_scores_gemma":[0.000130895,0.0001164741,0.0001036632,0.00007598379,0.0002151466,0.0005699228,0.00008211605,0.0002113376,0.0001089753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211274,"about_ca_system_score_gemma":0.00002998602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003239738,"about_ca_topic_score_gemma":0.01196496,"domain_scores_codex":[0.9988686,0.0001819829,0.0001936908,0.0002461663,0.0002351269,0.0002744722],"domain_scores_gemma":[0.9988732,0.0006095517,0.0001355389,0.000232082,0.00004484997,0.0001047827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004619959,0.0001226428,0.9303709,0.00009970892,0.0001062951,0.000163338,0.01610303,9.194162e-7,0.004690244,0.002134009,0.000003688801,0.04574325],"study_design_scores_gemma":[0.00191194,0.000733806,0.9794108,0.0008784793,0.00004992298,0.000002676176,0.003732532,1.738083e-7,0.008802413,0.00007216952,0.004091521,0.0003135816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981292,0.00008927892,0.00001583797,0.0001688536,0.0007097967,0.0002039509,0.00001148163,0.00005245258,0.0006191361],"genre_scores_gemma":[0.9967118,0.0000708035,8.097853e-7,0.0001663793,0.0001354654,0.000001671423,0.000002202261,0.00002220948,0.002888698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0490399,"threshold_uncertainty_score":0.6676729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04389402765907834,"score_gpt":0.2927256540385855,"score_spread":0.2488316263795071,"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."}}