{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005917805,0.0006334846,0.0005957664,0.0003510102,0.001352197,0.000598284,0.0005452469,0.0003553354,0.0003998936],"category_scores_gemma":[0.0003210878,0.0007698888,0.0002242753,0.001224656,0.0005542854,0.0007475119,0.000009107962,0.001352443,0.00006110859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002824054,"about_ca_system_score_gemma":0.00132957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05999262,"about_ca_topic_score_gemma":0.05976896,"domain_scores_codex":[0.9947079,0.0009193482,0.0006852626,0.0008747451,0.00111311,0.001699603],"domain_scores_gemma":[0.9972439,0.0005953966,0.0003184422,0.0009701471,0.0003030938,0.000568956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006891388,0.001408561,0.00460854,0.0002167909,0.0001158451,0.0000711573,0.04346721,0.00006901883,0.002281857,0.0006422066,0.890625,0.05580467],"study_design_scores_gemma":[0.003968717,0.0004817587,0.02487469,0.005449067,0.0008964594,0.001258529,0.4997342,0.0004104074,0.02513268,0.00308353,0.4319734,0.002736512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06860636,0.005898915,0.000572541,0.8774402,0.02353586,0.000468912,0.00002658143,0.0004918539,0.02295878],"genre_scores_gemma":[0.9138839,0.000009195865,0.001660233,0.07821386,0.003189783,0.00001406771,0.0003590564,0.0001987329,0.002471228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8452775,"threshold_uncertainty_score":0.9999479,"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."}}