{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03393708,0.0007778906,0.002112433,0.004538328,0.004704917,0.007717194,0.002130071,0.01188662,0.1019638],"category_scores_gemma":[0.4240424,0.001040833,0.00125099,0.006575381,0.003637269,0.005771011,0.005244562,0.0073747,0.03987713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.011294,"about_ca_system_score_gemma":0.01872103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171813,"about_ca_topic_score_gemma":0.0210819,"domain_scores_codex":[0.9479395,0.01846391,0.009215525,0.003385563,0.01823761,0.002758019],"domain_scores_gemma":[0.5528403,0.2228905,0.02921334,0.01534778,0.1658597,0.01384851],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006276868,0.000009866479,0.0009445115,0.0003109156,0.0000129619,0.00002745337,0.0002286212,0.00003314251,0.0000345441,0.0006658731,0.9903346,0.007334842],"study_design_scores_gemma":[0.0001655284,0.00008997446,0.00335703,0.002126059,0.00005857179,0.0001414376,0.003057772,0.0002261326,0.0003616549,0.003901756,0.9863244,0.0001896651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002541522,0.001432928,0.001925649,0.909088,0.0405251,0.001223991,0.0146324,0.00141006,0.02722041],"genre_scores_gemma":[0.03529705,0.002685133,0.009006789,0.862518,0.01826148,0.004891231,0.005792659,0.001654743,0.05989293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9660629,"threshold_uncertainty_score":0.3411028,"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."}}