{"id":"W4230864654","doi":"10.7554/elife.42254.018","title":"Author response: How significant are the public dimensions of faculty work in review, promotion and tenure documents?","year":2019,"lang":"en","type":"peer-review","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Publication; Promotion (chess); Public relations; Work (physics); Subject (documents); Cornerstone; Citation; Political science; Scholarship; Public service; Engineering; Computer science; Library science; Politics; Geography","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","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04062034,0.000417915,0.001438792,0.0006548595,0.0002627871,0.0005722729,0.002581229,0.0003565818,0.0009861339],"category_scores_gemma":[0.04780529,0.0001703133,0.0003037111,0.004978176,0.0006449767,0.000686392,0.0008192288,0.001471068,0.0002617895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009184,"about_ca_system_score_gemma":0.0007496607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003437765,"about_ca_topic_score_gemma":0.00005621132,"domain_scores_codex":[0.9871653,0.003223678,0.001474328,0.001393929,0.006028733,0.0007140039],"domain_scores_gemma":[0.9916347,0.003385947,0.001362758,0.001824136,0.00146794,0.000324478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000237578,0.00004194768,0.001284726,0.0007230514,0.00001005612,0.000007251408,0.00004996416,3.815533e-7,0.00003647459,0.00007079459,0.9807997,0.0169519],"study_design_scores_gemma":[0.0001449751,0.00007730854,0.0116387,0.01227129,0.00003138859,0.000009230073,0.0003435552,0.00002240294,0.00001056888,0.0005963829,0.9746114,0.0002427953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001624288,0.08887053,0.00004990511,0.9036561,0.0008396539,0.003507408,0.0003117319,0.00002325378,0.001117084],"genre_scores_gemma":[0.01065767,0.05819509,0.0002189364,0.002836875,0.0000877615,0.0001962217,0.00008451481,0.0000238994,0.927699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9265819,"threshold_uncertainty_score":0.9999271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.287764484656535,"score_gpt":0.4804220933006737,"score_spread":0.1926576086441387,"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."}}