{"id":"W4417238188","doi":"10.1037/cep0000384","title":"The status of women cognitive scientists in Canada 6 years later: Insights from publicly available Natural Sciences and Engineering Research Council of Canada (NSERC) funding data.","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Undergraduate Neuroscience Education and Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McGill University","funders":"","keywords":"Research council; Work (physics); Women in science; Cognition; Engineering research; Grant funding","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524345,0.0001842301,0.0003300172,0.0006856487,0.00049706,0.0001289904,0.001714729,0.00006683754,0.00006864882],"category_scores_gemma":[0.00371663,0.0001656813,0.00002901432,0.001545757,0.001559505,0.0003575448,0.0001657968,0.0006393109,9.310376e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01350706,"about_ca_system_score_gemma":0.05239907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853228,"about_ca_topic_score_gemma":0.9986045,"domain_scores_codex":[0.9956138,0.0003678768,0.000646139,0.0007275862,0.0005992677,0.002045321],"domain_scores_gemma":[0.9967454,0.00100274,0.0002560222,0.0005087921,0.0003139587,0.001173101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003363924,0.0002485804,0.1005194,0.00004362976,0.00007703987,0.0009451005,0.0149896,0.0000616804,0.8374643,0.001741751,0.04197655,0.001596018],"study_design_scores_gemma":[0.007284656,0.001485418,0.457564,0.001120251,0.00002689208,0.0006441709,0.1389191,0.001622311,0.296359,0.00184352,0.09191959,0.001211149],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886898,0.003720561,0.000001350452,0.0008942753,0.003103298,0.0002551029,0.0001415638,0.000002720514,0.003191331],"genre_scores_gemma":[0.9987876,0.0001350419,0.00006091372,0.0005860366,0.00003383345,0.00001458374,0.000003367493,0.0000131511,0.0003654113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5411053,"threshold_uncertainty_score":0.9902799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.178764547722784,"score_gpt":0.3679705189953872,"score_spread":0.1892059712726032,"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."}}