{"id":"W2918445780","doi":"","title":"Becoming a Nurse: Building Student Leadership, Self-Efficacy, and Clinical Reasoning","year":2019,"lang":"en","type":"article","venue":"Creating Healthy Work Environments","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Selkirk College","funders":"","keywords":"Psychology; Nursing; Medical education; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.002388239,0.0001501109,0.0002548973,0.00004747561,0.0008834054,0.0001259705,0.0002131891,0.0001469835,0.0003375406],"category_scores_gemma":[0.0003816752,0.0001603936,0.00004913915,0.0001710819,0.0001808453,0.0001145328,0.00007033238,0.0003822387,0.000214997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989548,"about_ca_system_score_gemma":0.0001399436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006829154,"about_ca_topic_score_gemma":0.0000083603,"domain_scores_codex":[0.9974667,0.0004729105,0.0004736064,0.0004697875,0.0005213009,0.0005957133],"domain_scores_gemma":[0.9983967,0.000834615,0.000149003,0.0002099779,0.000009738922,0.0003999517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002403227,0.0006087117,0.9258313,0.00002839407,0.0000454636,0.000002268303,0.04103304,0.000005819548,0.000005372331,0.009545355,0.0001704338,0.02269982],"study_design_scores_gemma":[0.001263626,0.0001467641,0.8958133,0.0005180854,0.00004471532,0.000001289859,0.04950798,0.00002806263,0.000005648656,0.0002747684,0.05203691,0.0003588767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848638,0.0003264513,0.0001227475,0.004204459,0.0007108753,0.0005022762,3.284401e-7,0.0001023121,0.009166706],"genre_scores_gemma":[0.9745789,0.0003280129,0.02008277,0.00214211,0.0002797051,0.00001771555,0.000002757101,0.00002335865,0.002544629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05186648,"threshold_uncertainty_score":0.679453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06428021133432696,"score_gpt":0.4063466748122544,"score_spread":0.3420664634779275,"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."}}