{"id":"W1973218509","doi":"10.12927/cjnl.2003.16271","title":"Looking Ahead with Anticipation and Hope","year":2003,"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":"Canadian Nurses Association","funders":"","keywords":"Conversation; Anticipation (artificial intelligence); Action (physics); Work (physics); Health care; Public relations; Commission; Energy (signal processing); Psychology; Sociology; Nursing; Political science; Medicine; Law; Computer science","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":[0.01229416,0.001040529,0.0008017951,0.0008235191,0.01160014,0.021621,0.001829073,0.0096857,0.02870692],"category_scores_gemma":[0.03699461,0.0004873047,0.0009554952,0.0005271055,0.0120736,0.02573896,0.01291881,0.03187791,0.01503637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004123821,"about_ca_system_score_gemma":0.01496378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462075,"about_ca_topic_score_gemma":0.006264744,"domain_scores_codex":[0.9919423,0.003142458,0.0002454298,0.0006597436,0.002275337,0.001734708],"domain_scores_gemma":[0.9782884,0.003538268,0.0009333498,0.001246088,0.004095401,0.01189851],"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":[0.00003998338,0.00004424901,0.0003418071,0.0000787881,0.00001254551,0.0003665063,0.006188096,0.00008217157,0.000224991,0.08478688,0.8798054,0.02802861],"study_design_scores_gemma":[0.000006981059,0.00002754957,0.0001238196,0.0001800195,0.000004243596,0.0002522093,0.00838061,0.00007145822,0.00007883806,0.04457335,0.9462761,0.00002487314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001150405,0.007921096,0.003498137,0.8925527,0.04377743,0.0000358792,0.00005730167,0.000279255,0.05072768],"genre_scores_gemma":[0.08852822,0.0140237,0.009136128,0.6520897,0.02374943,0.0001581203,0.0001949542,0.00056439,0.2115554],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02870692,"threshold_uncertainty_score":0.09603417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184731391884709,"score_gpt":0.3306571050396913,"score_spread":0.2121839658512204,"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."}}