{"id":"W2007455739","doi":"10.1111/jan.12061","title":"Succeeding in research: insights from management and game theory","year":2013,"lang":"en","type":"editorial","venue":"Journal of Advanced Nursing","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Watson; Publishing; Social media; Public relations; Citation; Political science; Currency; Sociology; Media studies; Psychology; Computer science; Economics; Law","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001797429,0.0002424701,0.0005372937,0.0009275453,0.00007952527,0.00007872869,0.0004041582,0.000512216,0.00008875789],"category_scores_gemma":[0.000448856,0.0002108314,0.00005822187,0.0002467483,0.0001299324,0.0002457626,0.0000748047,0.002823961,0.00002725428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977608,"about_ca_system_score_gemma":0.00006827631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001493522,"about_ca_topic_score_gemma":7.498542e-7,"domain_scores_codex":[0.9968272,0.0003943092,0.0008265143,0.000374315,0.00105936,0.0005183206],"domain_scores_gemma":[0.9971216,0.001675697,0.000570049,0.0001993731,0.0002419799,0.0001913494],"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":[0.0004228276,0.0001048487,0.0000210469,0.00004882805,0.0001441708,0.0002172892,0.009936708,0.00001076547,0.0001715557,0.001862886,0.7671441,0.2199149],"study_design_scores_gemma":[0.001830731,0.0001534986,0.001003917,0.007128408,0.00004498602,0.000008123003,0.0108473,0.000001518047,0.00005426627,0.04527484,0.9334052,0.0002472589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03280513,0.0151976,0.0001135721,0.0001453525,0.9363245,0.0002181014,0.000003781335,0.00001189313,0.0151801],"genre_scores_gemma":[0.02605936,0.004976015,0.006693103,0.00003092371,0.9517906,0.00003268312,0.00001940373,0.0001163381,0.0102816],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2196677,"threshold_uncertainty_score":0.9994766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06281276870595383,"score_gpt":0.4177658664761511,"score_spread":0.3549530977701973,"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."}}