{"id":"W2014198310","doi":"10.7748/ncyp2014.05.26.4.14.s17","title":"Student voice - On my own","year":2014,"lang":"en","type":"article","venue":"Nursing Children and Young People","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Internship; Supernumerary; Medical education; Psychology; Nursing; Medicine; Dentistry","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":[0.0004751459,0.0002486423,0.000250049,0.0001568686,0.0005510941,0.0002826131,0.0002128466,0.0001296002,0.00004045519],"category_scores_gemma":[0.0001377066,0.0002414001,0.00006559877,0.0002206713,0.0001316283,0.0002404768,0.00000560755,0.000372734,0.0001493902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001326604,"about_ca_system_score_gemma":0.00002704667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003331023,"about_ca_topic_score_gemma":0.0001776752,"domain_scores_codex":[0.9982097,0.0002282794,0.0002298213,0.0004947699,0.0003903312,0.0004471112],"domain_scores_gemma":[0.9990051,0.0002054187,0.0001316627,0.0004213993,0.00005368857,0.0001826881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008451179,0.003203288,0.5710067,0.00007154365,0.0001165336,9.520889e-7,0.1656546,0.00003356147,0.001258676,0.006667696,0.1006787,0.1504627],"study_design_scores_gemma":[0.0008567524,0.000420501,0.9895895,0.0002281959,0.0001367314,0.00009726415,0.002214767,0.00006267184,0.0004392805,0.0009184942,0.004696277,0.0003396204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544024,0.0003046711,0.0001152083,0.01732759,0.005822456,0.0002902746,0.000004672486,0.0002159574,0.02151681],"genre_scores_gemma":[0.9960752,0.00001038673,0.000268659,0.001269959,0.00124485,0.000006999953,0.00004663365,0.00005104527,0.001026268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4185827,"threshold_uncertainty_score":0.9844011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241894761970136,"score_gpt":0.3056203461147976,"score_spread":0.2932013984950962,"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."}}