{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01289663,0.0001279534,0.0002615152,0.001978565,0.002112198,0.007227629,0.0007912404,0.0007923447,0.00220845],"category_scores_gemma":[0.1051051,0.0001807392,0.0002292351,0.002522974,0.002312232,0.002182367,0.001482108,0.001157868,0.0005441321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003102398,"about_ca_system_score_gemma":0.007656561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709019,"about_ca_topic_score_gemma":0.0220532,"domain_scores_codex":[0.9879656,0.004028887,0.000936387,0.0004792676,0.005227807,0.001361941],"domain_scores_gemma":[0.8112187,0.0683466,0.05692277,0.00266548,0.02739157,0.03345492],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741784,0.0002117911,0.9594895,0.00009826064,0.00006067627,0.0002175613,0.01458171,0.0001440086,0.0007070979,0.000897963,0.001757866,0.0216594],"study_design_scores_gemma":[0.0000251329,0.0002406963,0.9355202,0.0001030725,0.00003010664,0.0003226465,0.05573455,0.0005680754,0.0007721066,0.001579868,0.005053123,0.00005046424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909465,0.0003648724,0.0003057781,0.002920397,0.00002933973,0.00002206508,0.00009437018,0.00001034081,0.00530642],"genre_scores_gemma":[0.9992512,0.0001128205,0.0001373698,0.0001323887,0.00002422014,0.000007866714,0.00002998728,0.00000341041,0.0003007964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980214,"threshold_uncertainty_score":0.0682047,"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."}}