{"id":"W1987618207","doi":"10.1375/ajgc.19.1.56","title":"Validation of an Australian Academic Stress Questionnaire","year":2009,"lang":"en","type":"article","venue":"Australian Journal of Guidance and Counselling","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Psychology; Clinical psychology; Scale (ratio); Extraversion and introversion; Personality; Social psychology; Big Five personality traits; Geography","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":[0.01942389,0.0003866612,0.0005239759,0.002579034,0.001236457,0.001166171,0.0009537315,0.0005118696,0.002240031],"category_scores_gemma":[0.0309748,0.0004110142,0.0007950501,0.001572657,0.0006705761,0.0006939886,0.002101258,0.001006132,0.0009583785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385981,"about_ca_system_score_gemma":0.002704246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113318,"about_ca_topic_score_gemma":0.01674883,"domain_scores_codex":[0.9915558,0.003282565,0.001188438,0.0003969683,0.003280728,0.0002955809],"domain_scores_gemma":[0.9761264,0.003766426,0.002085506,0.001614854,0.01507917,0.001327703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005940774,0.00166596,0.6721442,0.001171834,0.000225254,0.0004019763,0.0531257,0.0005144566,0.00880558,0.001833708,0.006476188,0.2530411],"study_design_scores_gemma":[0.00005263537,0.001148496,0.9760035,0.0002782513,0.00004754425,0.0002175814,0.006800722,0.0007087826,0.0009946181,0.0003453178,0.01336392,0.00003851793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9815954,0.0003838006,0.002705,0.0004987502,0.0002275522,0.001474363,0.0007457047,0.00003900913,0.01233053],"genre_scores_gemma":[0.9733681,0.0006569529,0.01520996,0.0003383367,0.00005989647,0.002870254,0.001083691,0.00003021248,0.006382556],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01942389,"threshold_uncertainty_score":0.1027246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0696646712901889,"score_gpt":0.4353209525096392,"score_spread":0.3656562812194503,"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."}}