{"id":"W28056045","doi":"10.12927/cjnl.2005.17613","title":"Judith Shamian: Be True to Yourself and Your Values","year":2005,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Sociology; Nursing; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003280997,0.000129189,0.0001728095,0.00004432611,0.001585072,0.0001229417,0.0001590682,0.0001064794,0.0000793613],"category_scores_gemma":[0.0001136281,0.0001130789,0.00006153915,0.0001972309,0.0005185297,0.0002292142,0.00002446702,0.0001463794,0.0000722639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487457,"about_ca_system_score_gemma":0.00003688155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531231,"about_ca_topic_score_gemma":0.00141236,"domain_scores_codex":[0.9987075,0.0001188027,0.0001273265,0.0002448948,0.0003029295,0.0004985603],"domain_scores_gemma":[0.9995841,0.00005282369,0.00003660445,0.0000759605,0.00006881279,0.0001816625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003393729,0.00006895161,0.0005167695,0.000008483434,0.00002330524,0.000003060547,0.8540364,0.000006297031,0.00008195807,0.01251729,0.05438983,0.07831372],"study_design_scores_gemma":[0.0002781693,0.000147893,0.01461403,0.0002255485,0.00004787565,0.000003301697,0.8714754,0.00001568995,0.0001194115,0.003716676,0.1089404,0.0004156006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3298155,0.0009015712,0.00002910355,0.5243996,0.0007225557,0.0002538516,0.000005118672,0.0001808923,0.1436917],"genre_scores_gemma":[0.9759903,0.00002400423,0.0004834002,0.002632039,0.002192132,0.000008150095,0.000001803399,0.00001093996,0.01865723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6461748,"threshold_uncertainty_score":0.9997147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3212594971470523,"score_gpt":0.393304096333782,"score_spread":0.07204459918672973,"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."}}