{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06348148,0.0007820946,0.00109306,0.00313611,0.01967141,0.04471385,0.004015353,0.01121291,0.04199809],"category_scores_gemma":[0.1812481,0.0006560558,0.001132356,0.002868925,0.009481543,0.01757999,0.02091278,0.01849145,0.008398864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007782,"about_ca_system_score_gemma":0.03838675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298207,"about_ca_topic_score_gemma":0.008433907,"domain_scores_codex":[0.9476177,0.02283687,0.001966503,0.001955381,0.01254982,0.0130738],"domain_scores_gemma":[0.6869433,0.07002261,0.01174,0.00555091,0.042516,0.1832272],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001680292,0.0002426923,0.004589709,0.000318274,0.00002714053,0.0007673817,0.02566644,0.00005924323,0.0002357505,0.1007891,0.8140426,0.05309358],"study_design_scores_gemma":[0.00005848687,0.0001127361,0.004400489,0.0006521982,0.000023665,0.0005193258,0.06253485,0.00007363752,0.0001766656,0.02660155,0.9047885,0.00005794158],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01382036,0.01028506,0.0008990029,0.7991785,0.05948802,0.00006455682,0.00009926358,0.00009957703,0.1160657],"genre_scores_gemma":[0.3527013,0.01768516,0.002551669,0.3380759,0.07439169,0.0003433542,0.0002616855,0.0006452696,0.2133439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9365185,"threshold_uncertainty_score":0.3357261,"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."}}