{"id":"W4404409503","doi":"10.1111/ejn.16591/v2/response1","title":"Author response for \"Profiles of women in science: Laurel Trainor, professor, McMaster University, Hamilton, Ontario, Canada\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Sociology; Computer science","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":[0.01516339,0.001085615,0.002483645,0.002800991,0.009013419,0.005951596,0.003659246,0.0231111,0.1765522],"category_scores_gemma":[0.1199897,0.0009876249,0.001075596,0.001997088,0.003143108,0.002263943,0.004666062,0.01293682,0.07619169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0155863,"about_ca_system_score_gemma":0.04728916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1013663,"about_ca_topic_score_gemma":0.2197567,"domain_scores_codex":[0.982394,0.003392926,0.001902854,0.001161389,0.008184944,0.002963974],"domain_scores_gemma":[0.8346339,0.03658138,0.005004329,0.00334307,0.0956101,0.02482721],"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":[0.00001099008,0.000002391574,0.00006318507,0.00002507389,0.000001109219,0.00001740172,0.00002590278,0.000002936752,0.00001084609,0.00004527626,0.9992191,0.0005758707],"study_design_scores_gemma":[0.0001264137,0.0000362621,0.002918751,0.0003993781,0.00001861292,0.0001017609,0.001410567,0.00009106548,0.0001159867,0.0002817586,0.9944286,0.00007080645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004323618,0.0005624103,0.0001936074,0.8949613,0.08882289,0.0003985491,0.002083687,0.0003690706,0.0121762],"genre_scores_gemma":[0.004604422,0.001264194,0.0005214285,0.6948954,0.03377571,0.001305738,0.00112998,0.0002651885,0.262238],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1765522,"threshold_uncertainty_score":0.5906261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022160832710735,"score_gpt":0.4179616108001972,"score_spread":0.3157455275291238,"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."}}