{"id":"W3137742808","doi":"10.56059/jl4d.v7i3.425","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","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Workforce; Nurse education; Nursing; Nurse educator; Scale (ratio); Medical education; Medicine; Political 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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004582591,0.001009811,0.0005318824,0.001017739,0.01452315,0.004335608,0.002015523,0.01161789,0.02184414],"category_scores_gemma":[0.02213071,0.000514645,0.0006561924,0.001069375,0.002737675,0.008132282,0.00416174,0.02443915,0.006008623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004221826,"about_ca_system_score_gemma":0.008778934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06528132,"about_ca_topic_score_gemma":0.1083624,"domain_scores_codex":[0.9963201,0.001155397,0.0002534786,0.0004606267,0.001128797,0.0006815472],"domain_scores_gemma":[0.984131,0.007502898,0.000741321,0.0004332487,0.004233578,0.002957936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000110315,0.00001488577,0.000169782,0.00006511597,0.000001689276,0.0003365552,0.006256921,0.00002511395,0.0002083651,0.001340416,0.9862328,0.005337351],"study_design_scores_gemma":[0.000003453838,0.00001958659,0.0005584785,0.0001416952,0.000001897714,0.0002874734,0.02063453,0.00003228485,0.0001238599,0.000381215,0.9777909,0.00002460047],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004892619,0.003406731,0.001035761,0.8685185,0.0829007,0.0001079,0.0002820738,0.000212991,0.03864269],"genre_scores_gemma":[0.0287544,0.002892417,0.0009595671,0.7480715,0.01127014,0.0001794119,0.0001229951,0.0003013398,0.2074483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9979845,"threshold_uncertainty_score":0.1298027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771414543064624,"score_gpt":0.3868108598011967,"score_spread":0.3490967143705505,"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."}}