{"id":"W4310380519","doi":"10.7748/ns.37.12.43.s19","title":"Everyone can be a leader – whatever their role or level","year":2022,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008225737,0.0003395708,0.0003766086,0.0002632509,0.001452923,0.0002602089,0.0004329694,0.0001141384,0.001677091],"category_scores_gemma":[0.0001854114,0.0003203427,0.000135622,0.0006236286,0.0002712921,0.0004380085,0.00001741148,0.000820063,0.00001972857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674225,"about_ca_system_score_gemma":0.000556731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002471437,"about_ca_topic_score_gemma":0.0001567335,"domain_scores_codex":[0.9967809,0.000509772,0.0003696162,0.0006027492,0.0009367004,0.0008002308],"domain_scores_gemma":[0.9985093,0.0002981199,0.0002194946,0.0006120813,0.000164224,0.0001967061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01005006,0.001313972,0.001384874,0.00008959564,0.0001412797,0.00002775438,0.277723,0.000262651,0.005936762,0.0007364349,0.5434378,0.1588958],"study_design_scores_gemma":[0.002001847,0.001133146,0.003620498,0.0002599063,0.000206427,0.0003143796,0.1922677,0.000124316,0.009140608,0.003623351,0.7865198,0.0007880331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4601323,0.007429143,0.002048501,0.4515573,0.04389697,0.00219384,0.001759723,0.001683832,0.02929845],"genre_scores_gemma":[0.9812432,0.00000670579,0.001065152,0.005087739,0.0007524487,0.00006195834,0.0001122805,0.0001342722,0.01153628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5211109,"threshold_uncertainty_score":0.9999248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07273813927227786,"score_gpt":0.335724359631519,"score_spread":0.2629862203592412,"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."}}