{"id":"W4288099229","doi":"10.5194/egusphere-2022-16-ac2","title":"Reply on CC1","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"Outreach; Diversity (politics); Demographics; Equity (law); Engineering ethics; Pedagogy; Political science; Mathematics education; Public relations; Psychology; Sociology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00298791,0.0007999696,0.001038906,0.001036473,0.004246623,0.003844579,0.002705196,0.03409543,0.06732918],"category_scores_gemma":[0.02956514,0.0004605697,0.001245521,0.0008851447,0.002593903,0.00370777,0.002488446,0.02625999,0.03557825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004809921,"about_ca_system_score_gemma":0.005610906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404189,"about_ca_topic_score_gemma":0.01629777,"domain_scores_codex":[0.9972051,0.0005195118,0.0003272261,0.0004750516,0.000963715,0.0005093795],"domain_scores_gemma":[0.9924489,0.002852069,0.0003085447,0.0002959566,0.002823181,0.001271345],"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":[0.00001233307,0.000004538311,0.00009896739,0.00001906023,0.000001800948,0.0001397762,0.00003076076,0.000005351672,0.00002563802,0.0005860018,0.9972631,0.001812721],"study_design_scores_gemma":[0.00001430075,0.00001291122,0.0004792647,0.0001138352,0.000004530672,0.0002558407,0.0001910998,0.00003421391,0.00007079113,0.0008976672,0.997903,0.00002261443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003099434,0.001418873,0.0001036476,0.9042542,0.08141336,0.00006095722,0.0002898944,0.0001352671,0.01201382],"genre_scores_gemma":[0.002157613,0.0006839019,0.00009208788,0.9378532,0.0242094,0.00008771012,0.0001037856,0.00005884845,0.03475353],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06732918,"threshold_uncertainty_score":0.2252385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08172061030179359,"score_gpt":0.3426164031257081,"score_spread":0.2608957928239145,"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."}}