{"id":"W2963769888","doi":"10.1101/706622","title":"Why we publish where we do: Faculty publishing values and their relationship to review, promotion and tenure expectations","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Prestige; Publishing; Audience measurement; Promotion (chess); Publication; Value (mathematics); Impact factor; Citation; Public relations; Political science; Psychology; 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","metaepi_narrow","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.01556242,0.0005800994,0.0008974173,0.02171721,0.0005848869,0.02201778,0.002148293,0.0006895584,0.0001260335],"category_scores_gemma":[0.06528188,0.0004374523,0.0001893735,0.05956124,0.0001856905,0.003569445,0.002812051,0.001457594,0.0001117126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806956,"about_ca_system_score_gemma":0.0006527065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004861664,"about_ca_topic_score_gemma":0.000009852082,"domain_scores_codex":[0.9903253,0.0007086273,0.001226921,0.002327629,0.004597844,0.0008136517],"domain_scores_gemma":[0.9859981,0.002437588,0.0008730679,0.002184802,0.007471811,0.001034654],"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":[0.00002958075,0.00041743,0.3181925,0.002915685,0.0001892804,0.0000262344,0.0006452928,0.00006882355,0.009007948,0.00199267,0.6651713,0.001343311],"study_design_scores_gemma":[0.001023536,0.0002902452,0.7383245,0.007088837,0.0001191595,3.456523e-7,0.0005727404,0.002413168,0.002031921,0.001147638,0.2448566,0.002131343],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5976724,0.234595,0.01340382,0.1413867,0.003552724,0.006226349,0.002411759,0.0005251577,0.0002260814],"genre_scores_gemma":[0.9763148,0.01735614,0.004888636,0.0006120994,0.0003151547,0.0002856683,0.000002507818,0.00008249323,0.0001424476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203147,"threshold_uncertainty_score":0.9998077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2766815790710547,"score_gpt":0.4268075425965433,"score_spread":0.1501259635254886,"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."}}