{"id":"W4362470955","doi":"10.1016/j.nedt.2023.105804","title":"Insights on guest editorship for Doctoral Students and Early-career Researchers","year":2023,"lang":"en","type":"article","venue":"Nurse Education Today","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Career Pathways; Psychology; Medical education; Pedagogy; Sociology; Engineering ethics; Medicine; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001061009,0.0001028995,0.0001661812,0.0003278945,0.0001247446,0.00005060122,0.0001156204,0.0001290367,0.00005628776],"category_scores_gemma":[0.02017908,0.00007994271,0.00003674056,0.0003952835,0.0001033187,0.00009008717,0.00001894201,0.0003369863,0.0002875241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219566,"about_ca_system_score_gemma":0.003269651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000218,"about_ca_topic_score_gemma":0.000007310976,"domain_scores_codex":[0.997768,0.00009635551,0.0001857591,0.000258167,0.001039075,0.0006525898],"domain_scores_gemma":[0.9954491,0.0005090465,0.00003247066,0.0002457978,0.0002799551,0.003483693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000419902,0.0004630476,0.02938137,0.0002406823,0.00002126485,0.000006697308,0.001978894,7.481261e-8,0.0004217949,0.0006796999,0.9320958,0.03429078],"study_design_scores_gemma":[0.001359556,0.001172316,0.4437251,0.0003033773,0.00001436051,0.00000160818,0.001226429,0.000009687402,0.0005484772,0.0004769992,0.5510748,0.00008726998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462138,0.0001423103,0.000003069264,0.0461381,0.003934472,0.001164653,0.000006020583,0.00007624039,0.002321296],"genre_scores_gemma":[0.9702491,0.00009901178,0.000063616,0.003108795,0.007187923,0.0003299245,0.00008618197,0.00002785273,0.0188476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143437,"threshold_uncertainty_score":0.9880744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3346960170948698,"score_gpt":0.5261676461871045,"score_spread":0.1914716290922347,"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."}}