{"id":"W6929010177","doi":"10.4224/40000378","title":"The Harvard women","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Herzberg Institute of Astrophysics","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001146151,0.00004367267,0.00003833974,0.000005305407,0.00005124258,0.00001330365,0.00009052076,0.00003938917,0.0004059235],"category_scores_gemma":[0.00001979626,0.00002942369,0.00002410494,0.00002400414,0.00001701927,0.00000104546,0.00003963936,0.00003137464,0.0006440607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000425199,"about_ca_system_score_gemma":0.00001522835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001293611,"about_ca_topic_score_gemma":0.00000191525,"domain_scores_codex":[0.9996461,0.00001852051,0.00005241506,0.0001042993,0.00004016871,0.0001384955],"domain_scores_gemma":[0.9997231,0.000003848606,0.00001670884,0.0002115894,0.00001830804,0.00002645812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003697775,0.000004487219,0.0001797213,0.000001956205,0.000008333338,7.215629e-8,0.00002417143,0.000001894804,0.9399157,0.0003423996,0.05503609,0.004448219],"study_design_scores_gemma":[0.0001374695,0.00004480705,0.0007242216,8.009396e-7,0.000001359076,0.000001680584,0.00004496433,0.000003808895,0.1162511,0.0002755281,0.8824723,0.00004195593],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790446,0.00005879581,0.00005639444,0.0001321511,0.0005433585,0.00006763119,0.000005261719,0.00000625902,0.02008551],"genre_scores_gemma":[0.9757881,0.0001292857,0.00009248441,0.0004163468,0.0002682772,0.00001168341,0.00001200341,0.000007711808,0.02327408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8274363,"threshold_uncertainty_score":0.8278311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003318164057994426,"score_gpt":0.1865590235982819,"score_spread":0.1832408595402875,"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."}}