{"id":"W4200217035","doi":"10.1177/01622439211068798","title":"Editorial Work and the Peer Review Economy of STS Journals","year":2021,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Publishing; Sociotechnical system; Function (biology); Sociology; Aside; Sharing economy; Peer production; Public relations; Diversity (politics); Sustainability; Political science; Economics; Management; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.07987598,0.0001197823,0.0004903522,0.02583649,0.001158165,0.001429396,0.004196716,0.0001350124,0.0003919951],"category_scores_gemma":[0.1164917,0.00006554033,0.0001201058,0.1935532,0.009962052,0.0006342988,0.001894753,0.0004794192,0.00003546453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005420472,"about_ca_system_score_gemma":0.0005344216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004360337,"about_ca_topic_score_gemma":0.000001784241,"domain_scores_codex":[0.9892943,0.000233975,0.0008189755,0.0007480399,0.008371348,0.0005333989],"domain_scores_gemma":[0.9813542,0.002130046,0.0005017223,0.00137093,0.01444821,0.0001949004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001605031,0.0001196803,0.04371067,0.00003553015,0.00002820982,0.00001245848,0.0002654702,0.000002845011,0.003989429,0.1547074,0.6968679,0.1002444],"study_design_scores_gemma":[0.0006951928,0.00008721204,0.008933467,0.000153637,0.00001807326,0.00002373253,0.0006810961,0.00003111774,0.004481083,0.6920341,0.2927022,0.0001590809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.579673,0.128668,0.0004416648,0.2108672,0.03229633,0.001050855,0.00001695043,0.0001354713,0.04685057],"genre_scores_gemma":[0.9904157,0.003136788,0.0006580215,0.0004777481,0.002123196,0.00001881145,5.379732e-7,0.000007015818,0.003162203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373267,"threshold_uncertainty_score":0.9996072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4501804417858459,"score_gpt":0.5881591697196226,"score_spread":0.1379787279337767,"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."}}