{"id":"W4237254816","doi":"10.12927/cjnl.2004.16312","title":"Nursing Profiles: Rob Calnan, Michael J. Villeneuve, David Gregory","year":2004,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Nursing; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001580926,0.001427005,0.001134451,0.001226874,0.003824041,0.002916711,0.001325492,0.004537275,0.2984886],"category_scores_gemma":[0.01018899,0.0005060785,0.0003836003,0.001024728,0.0007617471,0.002871189,0.003172647,0.003636764,0.245034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737894,"about_ca_system_score_gemma":0.003306616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154031,"about_ca_topic_score_gemma":0.04058081,"domain_scores_codex":[0.998861,0.0001703734,0.00004844245,0.0001036859,0.0006508928,0.0001656584],"domain_scores_gemma":[0.9893125,0.0007538794,0.0003747031,0.0001681959,0.004245739,0.005144952],"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":[0.000008105548,0.000003829465,0.00006680933,0.00002944345,6.017207e-7,0.00001976979,0.00003817507,0.000005130303,0.00003414018,0.00009207395,0.9934106,0.006291308],"study_design_scores_gemma":[0.000007751758,0.00002031824,0.000755656,0.0001706417,0.000002848416,0.0001425932,0.000678781,0.00003473593,0.00006928677,0.0002818685,0.997824,0.0000116067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002095138,0.0316132,0.001847365,0.422409,0.1399693,0.0005065235,0.001451509,0.00178901,0.3983189],"genre_scores_gemma":[0.004016775,0.007049172,0.0003635258,0.03953873,0.009530909,0.0001184429,0.0003484503,0.0002299869,0.9388039],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2984886,"threshold_uncertainty_score":0.9985438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115519198392722,"score_gpt":0.3268299665239311,"score_spread":0.215278046684659,"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."}}