{"id":"W3011709894","doi":"10.1371/journal.pone.0228914","title":"Why we publish where we do: Faculty publishing values and their relationship to review, promotion and tenure expectations","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":236,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Open Society Foundations","keywords":"Prestige; Publishing; Audience measurement; Promotion (chess); Publication; Value (mathematics); Impact factor; Citation; Public relations; Psychology; Political science; Law; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01295503,0.0001217494,0.0002721287,0.002147494,0.001879377,0.006631218,0.000801257,0.0008217123,0.001799923],"category_scores_gemma":[0.1003093,0.0001763743,0.0002190301,0.002826631,0.00223475,0.002264825,0.001549597,0.001165904,0.0004456759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003303534,"about_ca_system_score_gemma":0.007931669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953433,"about_ca_topic_score_gemma":0.02634522,"domain_scores_codex":[0.9886582,0.003871932,0.0009394871,0.0004392718,0.004857807,0.001233293],"domain_scores_gemma":[0.8214896,0.0677133,0.05393354,0.002346794,0.02396985,0.03054686],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001531051,0.0002071941,0.9541347,0.0001001321,0.00005174012,0.0002346579,0.02095085,0.0001280873,0.0005702877,0.0008959013,0.001424541,0.02114879],"study_design_scores_gemma":[0.00002314675,0.0002317955,0.9218773,0.0001027718,0.00002804128,0.0003454979,0.06970789,0.0005016059,0.0005615732,0.001529541,0.005042636,0.00004822988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914125,0.0003766303,0.0002543237,0.002839013,0.00002381292,0.00002255504,0.00009210914,0.000008924787,0.004970198],"genre_scores_gemma":[0.9991849,0.0001325488,0.0001397585,0.0001410796,0.00002244563,0.000008842544,0.00003629823,0.000003033954,0.0003310725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978525,"threshold_uncertainty_score":0.06851351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6983512650567966,"score_gpt":0.4912175993014682,"score_spread":0.2071336657553284,"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."}}