{"id":"W7097923424","doi":"","title":"UNIVERSITY SCIENCE AND ENGINEERING: PROMOTIONS, PROGRAMS AND PROGRESS","year":2015,"lang":"en","type":"article","venue":"","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Continuance; Agency (philosophy); Funding Agency; Women in science; University system; Higher education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006906516,0.0004451387,0.0003506104,0.006231501,0.003553316,0.01216111,0.0008745181,0.001151112,0.01741714],"category_scores_gemma":[0.01083478,0.000276155,0.0002127636,0.007810977,0.004145161,0.005118776,0.005438094,0.001824494,0.004619285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005596073,"about_ca_system_score_gemma":0.01415414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0100898,"about_ca_topic_score_gemma":0.01541351,"domain_scores_codex":[0.9949678,0.001183325,0.000250267,0.0002560109,0.002495413,0.0008472328],"domain_scores_gemma":[0.9934515,0.0007733053,0.000532985,0.000404047,0.001773044,0.003065199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008510182,0.0003740397,0.01398245,0.0004779749,0.00001076057,0.0001216577,0.009591598,0.0003778627,0.0006512052,0.2166426,0.09294224,0.6647424],"study_design_scores_gemma":[0.0000108298,0.0001757449,0.04198368,0.0007011433,0.000007976063,0.000245115,0.01153823,0.0003137431,0.000569669,0.03175869,0.9126522,0.00004308778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09483209,0.04480237,0.0045395,0.05664783,0.003959221,0.0003176714,0.0008048394,0.0004879936,0.7936084],"genre_scores_gemma":[0.6788405,0.03518361,0.007707396,0.002106378,0.002018397,0.0002350712,0.0006947196,0.0002366994,0.2729772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01741714,"threshold_uncertainty_score":0.0582661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080788224532964,"score_gpt":0.2425847881911792,"score_spread":0.2017769059458495,"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."}}