{"id":"W2278404609","doi":"10.14288/1.0105252","title":"Acquisition of a professional role: an empirical study of nursing students' professional self-images and role concepts","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Psychology; Nursing; Professional studies; Medical education; Medicine; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348283,0.0002284093,0.0003405931,0.0009464641,0.002471258,0.002131064,0.0007333027,0.0006918309,0.001220332],"category_scores_gemma":[0.01468044,0.0003301005,0.0001997634,0.0006868754,0.002208503,0.00144184,0.001158047,0.001817465,0.0002365789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332124,"about_ca_system_score_gemma":0.002348104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009820586,"about_ca_topic_score_gemma":0.02032893,"domain_scores_codex":[0.9984568,0.0006265415,0.00006911821,0.00008432806,0.0004576554,0.0003054581],"domain_scores_gemma":[0.9898598,0.004988958,0.001725427,0.0002676008,0.001654864,0.001503443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009442814,0.00175018,0.5693419,0.00009310223,0.00001168986,0.0005567137,0.4056512,0.00005175528,0.00139898,0.0005423876,0.0003771205,0.02013055],"study_design_scores_gemma":[0.00001155095,0.0007363104,0.376987,0.00007550621,0.00001022015,0.0007227767,0.6166284,0.0004341197,0.0005934076,0.0001730621,0.003603336,0.00002426895],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996233,0.00002649693,0.00004058453,0.0000356976,0.000002115655,0.000007318376,0.000002108412,3.847871e-7,0.0002619806],"genre_scores_gemma":[0.9993535,0.00007249277,0.0001177079,0.00004055907,0.000002649911,0.00001468253,0.000007693671,0.000001009392,0.0003897376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009820586,"threshold_uncertainty_score":0.01952684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02473650373229955,"score_gpt":0.33273916784404,"score_spread":0.3080026641117405,"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."}}