{"id":"W4205953036","doi":"10.12927/cjnl.2021.26680","title":"Commentary – Dear Federal Chief Nursing Officer: Why Canada Needs You","year":2021,"lang":"en","type":"article","venue":"Nursing leadership","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Politics; Context (archaeology); Nursing; Political science; Nurse education; State (computer science); Public relations; Public administration; Medicine; Law; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005230757,0.0008793673,0.001383683,0.001693776,0.01465632,0.004753909,0.006459767,0.04699,0.0122026],"category_scores_gemma":[0.04533358,0.0009261915,0.001503758,0.002354133,0.007808479,0.004579758,0.002479224,0.04680057,0.004552862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04236012,"about_ca_system_score_gemma":0.09457696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7198224,"about_ca_topic_score_gemma":0.7889734,"domain_scores_codex":[0.9931282,0.001044781,0.0003953539,0.0008076557,0.003032154,0.001591893],"domain_scores_gemma":[0.9701211,0.01148144,0.001192168,0.000482143,0.01194101,0.004782041],"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":[0.000008638988,0.00000242247,0.0001034729,0.00004306181,0.000004425444,0.000129006,0.0002037302,0.00001340355,0.00001933508,0.0006824887,0.9975734,0.001216645],"study_design_scores_gemma":[0.00003238736,0.00001149726,0.001236218,0.0007347613,0.00003024667,0.0005024534,0.001975541,0.0001234395,0.0001565888,0.001887816,0.993223,0.00008610255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001885874,0.001157525,0.00003739724,0.975498,0.02067118,0.00001197541,0.0001043094,0.00002010134,0.00231082],"genre_scores_gemma":[0.002600138,0.0009802529,0.00007314967,0.984115,0.008121384,0.0000257363,0.00003265838,0.00002155423,0.004030066],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9576399,"threshold_uncertainty_score":0.5636552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0771009789358473,"score_gpt":0.2985122550036612,"score_spread":0.2214112760678139,"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."}}