{"id":"W4404296780","doi":"10.29173/cjen373","title":"Leadership in nursing: A frontline perspective","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Nursing; Psychology; Sociology; Medicine; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001285766,0.0001188036,0.0001730651,0.0009858914,0.0001207299,0.00001257467,0.0001724884,0.0001071319,0.005832285],"category_scores_gemma":[0.00008863009,0.0001257631,0.00008129982,0.0004020183,0.00007713896,0.0001366093,8.259296e-7,0.0003675445,0.00006794739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076022,"about_ca_system_score_gemma":0.0004462366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009027433,"about_ca_topic_score_gemma":0.01645291,"domain_scores_codex":[0.9984793,0.00007300634,0.0005502608,0.0001322234,0.0001828619,0.0005823382],"domain_scores_gemma":[0.9990655,0.00002254879,0.0002032239,0.0001043261,0.0002269244,0.0003775064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003985978,0.0002433481,0.1769022,0.00001367297,0.00009913532,0.0004649029,0.5294555,0.0001371599,0.0002430562,0.01924268,0.06414773,0.208652],"study_design_scores_gemma":[0.001135458,0.0002280993,0.8475341,0.0008132454,0.00004432435,0.000127918,0.1383588,0.00006922636,0.00006430378,0.006288433,0.00502784,0.0003082383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8473661,0.005954621,0.001333411,0.002952116,0.006511018,0.0001330994,0.000001555015,0.000006639796,0.1357414],"genre_scores_gemma":[0.9973307,0.000007405828,0.0002618067,0.00008632589,0.0006779467,6.984781e-7,0.00000251889,0.00001822682,0.001614362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6706319,"threshold_uncertainty_score":0.9950765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1959363300350274,"score_gpt":0.4125487312725472,"score_spread":0.2166124012375198,"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."}}