{"id":"W2884599176","doi":"10.3138/jsp.49.4.01","title":"Early Career Researchers' Quest for Reputation in the Digital Age","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reputation; Desk; Public relations; Quality (philosophy); Political science; Psychology; Sociology; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication","open_science"],"consensus_categories":["metaresearch","bibliometrics","scholarly_communication"],"category_scores_codex":[0.1395951,0.00009813436,0.0002394481,0.03592874,0.0003328921,0.3009691,0.005488039,0.0001687004,0.0000442255],"category_scores_gemma":[0.4768081,0.00005446357,0.0001933754,0.07974484,0.0001927125,0.09142416,0.000393079,0.001574114,0.00003109443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002175306,"about_ca_system_score_gemma":0.0004540894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001021786,"about_ca_topic_score_gemma":0.00003596282,"domain_scores_codex":[0.9831911,0.0004984384,0.001159482,0.0003545788,0.01422005,0.0005763575],"domain_scores_gemma":[0.9614531,0.01081714,0.0008574481,0.0006467093,0.02577513,0.000450489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002342931,0.0002233641,0.3723716,0.00000681369,0.00003256217,0.0001821069,0.005614802,0.000013283,0.0006426734,0.004159913,0.1396182,0.4769004],"study_design_scores_gemma":[0.001219923,0.001204027,0.7071711,0.0000433191,0.000005640624,0.00007671696,0.006266717,0.0003155942,0.0001302731,0.05537402,0.2280473,0.0001454177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654149,0.0005082483,0.003501314,0.0134249,0.0006165301,0.0002495285,0.00002048049,0.000005448457,0.01625862],"genre_scores_gemma":[0.996321,0.0000183198,0.001602772,0.000378452,0.0008220896,0.000003941158,0.000002002485,0.000009676492,0.0008417947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.476755,"threshold_uncertainty_score":0.9998928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7239339683949573,"score_gpt":0.5697957248491814,"score_spread":0.1541382435457759,"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."}}