{"id":"W2492819940","doi":"10.7748/nr.2016.e1405","title":"An examination of envy and jealousy in nursing academia","year":2016,"lang":"en","type":"article","venue":"Nurse Researcher","topic":"Nursing education and management","field":"Nursing","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Jealousy; Feeling; Competition (biology); Rivalry; Psychology; Productivity; Social psychology; Affect (linguistics); Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008159904,0.0000721543,0.0001018145,0.0003075715,0.00003667379,0.00001943051,0.0001614036,0.0001275631,0.0001186943],"category_scores_gemma":[0.000239937,0.00005645452,0.00001426348,0.0002127399,0.0002034127,0.0002311138,0.00001104759,0.0001931402,0.00001492886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002254265,"about_ca_system_score_gemma":0.00001937217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003777994,"about_ca_topic_score_gemma":0.00001059962,"domain_scores_codex":[0.9987995,0.0002810007,0.0001627398,0.0002159839,0.0002874495,0.0002532938],"domain_scores_gemma":[0.9993933,0.0001113069,0.00004398628,0.000288197,0.00006171177,0.000101476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00008010474,0.0002397446,0.002080872,0.00002432581,0.000002407742,8.039466e-7,0.004219193,5.791303e-7,0.03285009,0.00181233,0.004656286,0.9540333],"study_design_scores_gemma":[0.0008826667,0.0002012773,0.9722578,0.0005961222,0.000007512142,0.000002034747,0.001736669,0.0001553386,0.01435435,0.003534196,0.006162791,0.0001092439],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761785,0.000128231,0.00006749227,0.01265955,0.0003262843,0.0002358119,0.000002073285,0.00003115397,0.01037088],"genre_scores_gemma":[0.9966859,0.00002321242,0.000308819,0.00006330421,0.00006667752,0.00001208346,0.000002873631,0.00001714214,0.002820045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9701769,"threshold_uncertainty_score":0.2302148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04663444911267939,"score_gpt":0.419400908206403,"score_spread":0.3727664590937236,"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."}}