{"id":"W4306291769","doi":"10.17483/2368-6669.1328","title":"Professional Identity Formation: A Concept Analysis","year":2022,"lang":"en","type":"article","venue":"Quality Advancement in Nursing Education - Avancées en formation infirmière","topic":"Nursing education and management","field":"Nursing","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Brock University","funders":"","keywords":"Identity (music); Psychology; Identity formation; Process (computing); Social psychology; Epistemology; Self-concept; Computer science; Aesthetics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01394606,0.0004310969,0.0004495065,0.006014629,0.004657718,0.005691099,0.001150993,0.0008570192,0.003880908],"category_scores_gemma":[0.01285723,0.0002303643,0.0009213743,0.005577229,0.006655422,0.006381756,0.005139999,0.001584584,0.0004165739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005293095,"about_ca_system_score_gemma":0.01197239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003201824,"about_ca_topic_score_gemma":0.001966294,"domain_scores_codex":[0.9913785,0.004839861,0.000604442,0.0004803924,0.002289971,0.0004067639],"domain_scores_gemma":[0.9903589,0.005484958,0.0006843714,0.0005017527,0.00251382,0.0004561736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009116042,0.0002946676,0.01628118,0.001026253,0.00003401254,0.0006709502,0.3619185,0.0006172568,0.001502957,0.3756705,0.005591487,0.2363011],"study_design_scores_gemma":[0.00006488143,0.0002895924,0.02194346,0.002503612,0.00006634396,0.002257285,0.5656896,0.0111143,0.003506265,0.220235,0.1722203,0.000109413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4913946,0.003182716,0.3417869,0.01039397,0.0007382582,0.006278897,0.0006837944,0.0002321616,0.1453087],"genre_scores_gemma":[0.7726071,0.001157042,0.2171131,0.0003532637,0.00005671326,0.002343971,0.0003739908,0.00004439857,0.005950332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01394606,"threshold_uncertainty_score":0.07375467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02867134329448719,"score_gpt":0.4103434811993902,"score_spread":0.3816721379049031,"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."}}