{"id":"W4205183891","doi":"10.12927/cjnl.2021.26681","title":"Shifting Sands: A View from the Centre in 2021","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":"Canadian Nurses Association","funders":"","keywords":"Representation (politics); Voluntary association; Threatened species; Professional association; Political science; Sociology; Nursing; Public relations; Politics; Law; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005020218,0.0006864776,0.0007350711,0.001392507,0.05356204,0.01827956,0.004681651,0.01283128,0.009992269],"category_scores_gemma":[0.009235774,0.0003679019,0.0007974172,0.001531971,0.0326676,0.008861399,0.009313673,0.02188392,0.001848934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1003845,"about_ca_system_score_gemma":0.2080096,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9649248,"about_ca_topic_score_gemma":0.9838883,"domain_scores_codex":[0.9891802,0.001701272,0.0001485063,0.000624945,0.002899038,0.005446058],"domain_scores_gemma":[0.992261,0.0005203614,0.0001638258,0.0001614589,0.002459514,0.004433799],"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":[0.00005130524,0.00002790892,0.001883101,0.0001233815,0.00001787572,0.0008547695,0.0965926,0.0002699312,0.0003030049,0.2705109,0.598303,0.03106237],"study_design_scores_gemma":[0.00000706959,0.00001370285,0.00126361,0.0002856234,0.0000113672,0.0001479042,0.08538456,0.0001475983,0.0001281114,0.01477751,0.8977758,0.00005714866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01533855,0.008339256,0.001463429,0.793849,0.01217447,0.00003998238,0.0001032712,0.0001372168,0.1685548],"genre_scores_gemma":[0.4194469,0.006494324,0.001627322,0.4025563,0.002440376,0.0000654319,0.0001223802,0.0002805468,0.1669663],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9649248,"threshold_uncertainty_score":0.7283436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1266376354590023,"score_gpt":0.3242189641911714,"score_spread":0.197581328732169,"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."}}