{"id":"W2151134467","doi":"10.1177/1744987110389514","title":"Review: Professorial roles: a study of the professorial populations within nursing and midwifery, social work and allied health professions","year":2011,"lang":"en","type":"article","venue":"Journal of research in nursing","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Work (physics); Audit; Sociology; Professional development; Public relations; Qualitative research; Psychology; Nursing; Pedagogy; Medical education; Medicine; Political science; Social science; Management","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":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008389512,0.0001627444,0.0005513709,0.0005030702,0.002347221,0.00001690608,0.0003049394,0.0001998933,0.00003533759],"category_scores_gemma":[0.001012828,0.0001098625,0.0000572863,0.001677974,0.0003577034,0.0003044077,0.0001038248,0.002464412,0.000001351157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832179,"about_ca_system_score_gemma":0.002925874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009248,"about_ca_topic_score_gemma":0.0003856166,"domain_scores_codex":[0.9894229,0.007176069,0.001655907,0.0002365187,0.0009817532,0.000526852],"domain_scores_gemma":[0.9964595,0.0004748125,0.001380841,0.0002357745,0.001263393,0.0001856895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.005265105,0.004928309,0.1202383,0.001867954,0.00006573577,0.000005168705,0.7843205,0.000002862244,0.0002064861,0.0181061,0.04943498,0.0155585],"study_design_scores_gemma":[0.005127246,0.001302579,0.4595662,0.1174003,0.00009128886,0.00001362798,0.3912538,0.00003666371,0.00002699681,0.02428602,0.0006444892,0.0002507073],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938295,0.003426756,0.00002316468,0.04713533,0.006910433,0.003586884,0.000004438216,0.00001063157,0.0006073366],"genre_scores_gemma":[0.9974554,0.0002611204,0.0006766206,0.0003142467,0.0008838256,0.0001055155,0.000002185142,0.00002545769,0.0002756872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3930667,"threshold_uncertainty_score":0.9998369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2901714341110544,"score_gpt":0.5991213200152036,"score_spread":0.3089498859041491,"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."}}