{"id":"W4206863362","doi":"","title":"Notes from the Field: 'Nurses International' Uses OER to Support Nurse Educators","year":2020,"lang":"en","type":"article","venue":"Journal of Learning for Development -JL4D","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Nursing; Psychology; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002389393,0.000107108,0.0001667231,0.00006259107,0.0003167353,0.0002610256,0.0002948288,0.00002539943,0.002988891],"category_scores_gemma":[0.0009109812,0.00007268132,0.000100745,0.00003399061,0.00003328787,0.0001812237,0.00003838242,0.0002196161,0.00008131873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004304649,"about_ca_system_score_gemma":0.0002076042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003484491,"about_ca_topic_score_gemma":0.0002966049,"domain_scores_codex":[0.9990706,0.00003652491,0.0003799259,0.0001087104,0.0002628305,0.000141396],"domain_scores_gemma":[0.9988548,0.0004511331,0.0002459769,0.00004810301,0.0002917711,0.0001082875],"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":[0.0003028723,0.0002101633,0.1099536,0.000028383,0.0007971359,0.00002293907,0.2804315,0.0002498266,0.0004727776,0.007751881,0.5312564,0.06852253],"study_design_scores_gemma":[0.000235473,0.0002332987,0.006343326,0.00004670326,0.00002502852,0.000001218113,0.007170423,0.00001353198,0.00127405,0.000156403,0.9843912,0.0001093278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528044,0.00004564772,0.0004379525,0.04069373,0.002964086,0.0001559739,0.000009136076,0.00001680306,0.002872242],"genre_scores_gemma":[0.9892812,0.00001081144,0.0008220676,0.004199336,0.00164544,0.000006962401,0.00001019732,0.0000157937,0.004008158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4531349,"threshold_uncertainty_score":0.9979225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266117077362804,"score_gpt":0.3106387206760364,"score_spread":0.2579775499024084,"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."}}