{"id":"W4361272836","doi":"10.1177/08943184221150265","title":"A Conceptual Model for Professional Identity in Nursing: An Interdependent Perspective","year":2023,"lang":"en","type":"article","venue":"Nursing Science Quarterly","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Interdependence; Conceptual model; Accountability; Identity (music); Content analysis; Action (physics); Sociology; Perspective (graphical); Process (computing); Psychology; Epistemology; Political science; Computer science; Social science; Law; Philosophy; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00255209,0.0002441626,0.0002425465,0.0008818026,0.0008868049,0.0004498113,0.0008119842,0.000118472,0.00001475242],"category_scores_gemma":[0.0002623551,0.0002586354,0.00009168663,0.001737316,0.001910941,0.003725255,0.000001574084,0.0004192628,0.00006608064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001674548,"about_ca_system_score_gemma":0.0006047873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000083257,"about_ca_topic_score_gemma":0.0001669725,"domain_scores_codex":[0.9964806,0.0002660054,0.0003962445,0.0009350389,0.000935578,0.0009865239],"domain_scores_gemma":[0.998476,0.0001985838,0.0001881053,0.000452799,0.00041528,0.0002692399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004947663,0.001292694,0.0003326325,0.00001399691,0.00000373015,0.000002533404,0.8635442,0.0003908456,0.009817166,0.08768197,0.001966926,0.03445855],"study_design_scores_gemma":[0.0009978882,0.00099271,0.01658592,0.0007784943,0.00003426627,0.00002269304,0.7123418,0.1286103,0.0004598124,0.1387629,0.00002316798,0.000390057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284936,0.00008900353,0.01344327,0.03413787,0.01479499,0.001258752,0.0000192789,0.0005401904,0.007223049],"genre_scores_gemma":[0.9965405,1.403255e-7,0.002002188,0.0003807219,0.0004369595,0.00006132741,0.0000206557,0.00004108242,0.0005164656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512024,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06060763600014478,"score_gpt":0.4412255105720946,"score_spread":0.3806178745719498,"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."}}