{"id":"W4404410199","doi":"10.1111/ejn.16591/v1/review1","title":"Review for \"Profiles of women in science: Laurel Trainor, professor, McMaster University, Hamilton, Ontario, Canada\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01629963,0.001200186,0.003071205,0.007295005,0.004550237,0.007835537,0.004550606,0.007164244,0.08241373],"category_scores_gemma":[0.0864659,0.0009588283,0.001399716,0.005271033,0.003242144,0.002637927,0.002380397,0.003823245,0.04466978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0189648,"about_ca_system_score_gemma":0.07694142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2038333,"about_ca_topic_score_gemma":0.5251267,"domain_scores_codex":[0.9843143,0.002443865,0.001480024,0.0009865151,0.009303435,0.001471814],"domain_scores_gemma":[0.8091475,0.01840468,0.005891295,0.003373524,0.1497479,0.01343512],"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":[0.000006463499,0.000001647992,0.00002113507,0.0001856361,0.000002773158,0.000005690412,0.000008198978,0.000002268572,0.000009573344,0.00007710977,0.9954073,0.004272216],"study_design_scores_gemma":[0.00004472029,0.00001515302,0.00193207,0.001525807,0.00003076182,0.00005026767,0.00006725333,0.0000227237,0.0000422029,0.0002367961,0.9960104,0.00002191937],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005762748,0.07889684,0.0009282514,0.5180103,0.3270752,0.002429433,0.008023294,0.0008671304,0.06319331],"genre_scores_gemma":[0.007724031,0.1085314,0.002525884,0.1909288,0.1311185,0.002491531,0.008289787,0.0008103181,0.5475796],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9175863,"threshold_uncertainty_score":0.4052937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277203022117765,"score_gpt":0.4104406587162648,"score_spread":0.2827203565044883,"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."}}