{"id":"W4238591147","doi":"10.7748/ns.15.40.24.s40","title":"Perspectives","year":2001,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Political science; Psychology; Library science; Medical education; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004529893,0.0004455732,0.0003212607,0.000963821,0.00545966,0.006981671,0.001356729,0.004954771,0.1233936],"category_scores_gemma":[0.009529171,0.0001720415,0.0005234698,0.001095646,0.002010408,0.003339696,0.00362626,0.005241961,0.02357832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004634372,"about_ca_system_score_gemma":0.008066542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005741456,"about_ca_topic_score_gemma":0.01314776,"domain_scores_codex":[0.9961984,0.000776056,0.00009076631,0.0004210405,0.00139341,0.001120398],"domain_scores_gemma":[0.9934918,0.001048254,0.0001902075,0.0002270757,0.002542069,0.002500551],"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":[0.00003528438,0.00002738378,0.0005696391,0.0001814725,0.000004023921,0.0003144182,0.001720798,0.00002384427,0.0001473527,0.05850442,0.905388,0.0330834],"study_design_scores_gemma":[0.000003239442,0.000007501219,0.0002856182,0.0002225528,0.000001795211,0.0001629584,0.003043005,0.000004473548,0.00004820717,0.003156,0.9930611,0.000003462974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002107173,0.01237379,0.0008051316,0.4013306,0.03146493,0.00005626006,0.0004573638,0.00006228953,0.5513424],"genre_scores_gemma":[0.05443593,0.02260553,0.001084046,0.3651773,0.01402825,0.0002124395,0.0006983367,0.0001208408,0.5416373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8766063,"threshold_uncertainty_score":0.4127929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848041232358277,"score_gpt":0.3513831760328283,"score_spread":0.3229027637092455,"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."}}