{"id":"W2909432577","doi":"10.1097/01.nep.0000000000000458","title":"Highlights From an English-as-an-Additional-Language Nursing Support Program","year":2019,"lang":"en","type":"article","venue":"Nursing Education Perspectives","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Curriculum; Relevance (law); English language; Psychology; Medical education; Nursing; Nurse education; Pedagogy; Medicine; Mathematics education","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":[0.0001993825,0.0001488922,0.0001414613,0.0001505249,0.0004900759,0.0002836518,0.0003192687,0.0001110596,0.01757061],"category_scores_gemma":[0.0001081799,0.0001575379,0.00007477048,0.0001651187,0.0002587478,0.001040924,0.000006241774,0.0001502388,0.0004115499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009278531,"about_ca_system_score_gemma":0.0006658198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00182278,"about_ca_topic_score_gemma":0.0003064256,"domain_scores_codex":[0.9982899,0.0001850675,0.0001634862,0.0004708225,0.0006040448,0.00028669],"domain_scores_gemma":[0.9988552,0.0001072615,0.0001122469,0.0002085895,0.0005398068,0.0001768642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000031878,0.003742717,0.0001196154,0.000001437917,0.00001881374,5.413766e-7,0.8589172,0.000001161082,0.00007918213,0.1105293,0.004736889,0.02182122],"study_design_scores_gemma":[0.0002071716,0.0002133573,0.01047485,0.0001387609,0.00002108947,9.307582e-7,0.9421463,0.0000114439,0.0001403855,0.01169357,0.03471752,0.0002346262],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7801882,0.0002495562,0.00000335596,0.004304865,0.002956193,0.0004019266,0.0000576542,0.0002670925,0.2115712],"genre_scores_gemma":[0.9885898,0.00007296367,0.0008432221,0.0001163875,0.004105244,0.00004684945,0.0009193146,0.00002336827,0.005282863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2084016,"threshold_uncertainty_score":0.9833274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689758223533089,"score_gpt":0.4046544808919834,"score_spread":0.3877568986566525,"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."}}