{"id":"W2511907204","doi":"10.7748/ns.19.16.24.s33","title":"Linda Thomas","year":2004,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Nursing education and management","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001686887,0.0006235244,0.0006015741,0.0008864838,0.003132577,0.0051024,0.0009135033,0.002990445,0.1137419],"category_scores_gemma":[0.007597858,0.000421467,0.000306691,0.0003607548,0.001074999,0.002714384,0.002312939,0.006921259,0.07455725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002311578,"about_ca_system_score_gemma":0.005194848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005948429,"about_ca_topic_score_gemma":0.01975745,"domain_scores_codex":[0.9981136,0.0002941048,0.00006137206,0.0003039533,0.001051947,0.0001749907],"domain_scores_gemma":[0.9962695,0.0006613154,0.0001684095,0.0001359046,0.001435336,0.001329473],"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":[0.00001264372,0.00001704589,0.0001066066,0.00003660332,0.000002251598,0.00004606114,0.00009152458,0.00002021568,0.00008119825,0.005624546,0.9645228,0.02943848],"study_design_scores_gemma":[0.000002676311,0.000006497995,0.000148418,0.0001195365,0.000001971118,0.0001013165,0.0001640241,0.00002171618,0.00008409524,0.001377261,0.9979657,0.000006756227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00118109,0.05108673,0.00155672,0.4256209,0.08625415,0.00005644477,0.0002964359,0.0005075278,0.4334401],"genre_scores_gemma":[0.005465569,0.01391044,0.0004474073,0.04677178,0.003186816,0.00003082464,0.00007834405,0.0001943216,0.9299145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1137419,"threshold_uncertainty_score":0.3805045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681668044540668,"score_gpt":0.3250680719704013,"score_spread":0.3082513915249946,"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."}}