{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005594126,0.0001562863,0.00035856,0.008726468,0.0004073882,0.01003366,0.000809773,0.000112324,0.0002601529],"category_scores_gemma":[0.1175851,0.0001049991,0.00005715911,0.07845373,0.0000828276,0.003869559,0.0006016946,0.0003956481,0.00008167778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004219216,"about_ca_system_score_gemma":0.00007166852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001383564,"about_ca_topic_score_gemma":0.00001718089,"domain_scores_codex":[0.9937392,0.000305616,0.0005534697,0.0007983175,0.004251944,0.0003513889],"domain_scores_gemma":[0.9933472,0.002408053,0.0002060104,0.0004288336,0.002825998,0.0007839242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001605346,0.0005640858,0.1464364,0.0005510017,0.00007065137,0.000005100414,0.007941492,0.000002650707,0.00126468,0.000722417,0.7638659,0.07855956],"study_design_scores_gemma":[0.003570221,0.002903746,0.484896,0.008662741,0.0003171558,0.00003660643,0.04446185,0.02203736,0.003160735,0.1312743,0.2959746,0.002704673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2375444,0.06039362,0.001973192,0.6960525,0.00008110036,0.001280047,0.0002258161,0.000106321,0.002343049],"genre_scores_gemma":[0.9717683,0.01536455,0.007817243,0.003004407,0.0002570951,0.0001219044,0.00004928949,0.00002845407,0.001588796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7342239,"threshold_uncertainty_score":0.990994,"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."}}